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Willsky, Alan Steven

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Author ID: willsky.alan-s Recent zbMATH articles by "Willsky, Alan Steven"
Published as: Willsky, Alan S.; Willsky, A. S.; Willsky, Alan
Homepage: http://ssg.mit.edu/group/willsky/willsky.shtml
External Links: MGP · Google Scholar · dblp
Documents Indexed: 158 Publications since 1972, including 2 Books
all top 5

Co-Authors

11 single-authored
21 Levy, Bernard C.
12 Nikoukhah, Ramine
10 Chandrasekaran, Venkat
9 Özveren, Cüneyt M.
8 Castanon, David A.
8 Fisher, John W. III
7 Anandkumar, Animashree
7 Marcus, Steven I.
7 Parrilo, Pablo A.
7 Tan, Vincent Yan Fu
7 Verghese, George C.
6 Benveniste, Albert
6 Karl, William Clem
6 Wainwright, Martin J.
5 Çetin, Müjdat
5 Malioutov, Dmitry M.
4 Choi, Myungjin
4 Chou, Kenneth C.
4 Johnson, Jason K.
4 Lo, James Ting-Ho
4 Sanghavi, Sujay
4 Tewfik, Ahmed H.
3 Adams, Milton B.
3 Basseville, Michèle
3 Bello, Martin G.
3 Chow, Edward Y.
3 Coderch, Marcel
3 Frakt, Austin B.
3 Houpt, Paul K.
3 Ihler, Alexander T.
3 Jaakkola, Tommi S.
3 Luettgen, Mark R.
3 Sastry, S. Shankar
3 Tenney, Robert R.
3 Varshney, Kush R.
2 Brockett, Roger Ware
2 Chin, Toshio M.
2 Chizeck, Howard Jay
2 Daniel, Michael M.
2 Doerschuk, Peter C.
2 Fieguth, Paul W.
2 Fox, Emily B.
2 Gershwin, Stanley B.
2 Greene, Christopher S.
2 Huang, Furong
2 Kurkjian, Andrew L.
2 Kwong, Raymond Hon-Sing
2 Lou, Xicheng
2 Miller, Eric L.
2 Pollak, Ilya
2 Rohlicek, Jan Robin
2 Sandell, Nils R. jun.
2 Saunderson, James
2 Schneider, Michael Klaus
2 Sudderth, Erik B.
2 Tsai, Andy
2 Yezzi, Anthony jun.
1 Antsaklis, Panos J.
1 Brown, Emery N.
1 Chan, Raymond Hon-Fu
1 Chen, Lei
1 Coxson, Pamela G.
1 Daoudi, Khalid
1 Eden, Uri T.
1 Golden, Stuart A.
1 Ho, Terrence T.
1 Hsu, Kai-Chen
1 Huang, Yan
1 Irving, William W.
1 Jaggi, Seema
1 Johnson, Matthew James
1 Jones, Harold L.
1 Jordan, Michael Irwin
1 Kam, Pooi Yuen
1 Kim, Andrew J.
1 Kim, Junmo
1 Kosut, Oliver
1 Kreidl, O. Patrick
1 Krim, Hamid
1 Learned, Rachel E.
1 Lev-Ari, Hanoch
1 Lou, Sheldon X. C.
1 Mallat, Stephane Georges
1 Martin, David N.
1 Massoumnia, Mohammad-Ali
1 Moroney, Paul
1 Muth, Alberto M. Mier
1 Oppenheim, Alan V.
1 Prince, Jerry L.
1 Recht, Benjamin
1 Rossi, David J.
1 Shah, Devavrat
1 Simoncelli, Eero P.
1 Soatto, Stefano
1 Srinivasan, Lakshminarayan
1 Sun, Walter
1 Taylor, Darrin
1 Tong, Lang
1 Wall, Joseph E. jun.
1 Washburn, Robert B. jun.
...and 2 more Co-Authors
all top 5

Serials

28 IEEE Transactions on Automatic Control
18 IEEE Transactions on Signal Processing
15 IEEE Transactions on Information Theory
7 Journal of Machine Learning Research (JMLR)
6 International Journal of Control
6 Automatica
4 International Journal of Systems Science
4 Multidimensional Systems and Signal Processing
4 Applied and Computational Harmonic Analysis
3 The Annals of Statistics
3 SIAM Journal on Control and Optimization
3 Signal Processing
3 IEEE Transactions on Acoustics, Speech, and Signal Processing
3 IEEE Transactions on Image Processing
2 Stochastics
2 Information and Control
2 Journal of the Association for Computing Machinery
2 Systems & Control Letters
2 Circuits, Systems, and Signal Processing
2 Linear Algebra and its Applications
2 SIAM Journal on Optimization
1 Computer Methods in Applied Mechanics and Engineering
1 Journal of the Franklin Institute
1 The Annals of Probability
1 Mathematical and Computer Modelling
1 SIAM Journal on Matrix Analysis and Applications
1 MCSS. Mathematics of Control, Signals, and Systems
1 Neural Computation
1 IEEE Transactions on Circuits and Systems. I: Fundamental Theory and Applications
1 IEEE Transactions on Circuits and Systems. II: Analog and Digital Signal Processing
1 SIAM Journal on Mathematical Analysis
1 SIAM Review
1 Journal of Mathematical Systems, Estimation, and Control
1 SIAM Journal on Scientific Computing
1 Computer Vision and Image Understanding
1 Foundations of Computational Mathematics
1 SIAM Journal on Control
1 The Annals of Applied Statistics

Publications by Year

Citations contained in zbMATH Open

120 Publications have been cited 1,586 times in 1,303 Documents Cited by Year
A survey of design methods for failure detection in dynamic systems. Zbl 0345.93067
Willsky, Alan S.
161
1976
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
119
2011
The convex geometry of linear inverse problems. Zbl 1280.52008
Chandrasekaran, Venkat; Recht, Benjamin; Parrilo, Pablo A.; Willsky, Alan S.
114
2012
Analytical redundancy and the design of robust failure detection systems. Zbl 0542.90040
Chow, Edward Y.; Willsky, Alan S.
97
1984
Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification. Zbl 1062.68595
Tsai, Andy; Yezzi, Anthony jun.; Willsky, Alan S.
73
2001
Failure detection and identification. Zbl 0682.93061
Massoumnia, Mohammad-Ali; Verghese, George C.; Willsky, Alan S.
64
1989
Latent variable graphical model selection via convex optimization. Zbl 1257.62061
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
57
2012
A generalized likelihood ratio approach to the detection and estimation of jumps in linear systems. Zbl 0316.93038
Willsky, Alan S.; Jones, Harold L.
55
1976
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
51
2005
Observability of discrete event dynamic systems. Zbl 0709.68030
Özveren, Cüneyt M.; Willsky, Alan S.
43
1990
Discrete-time Markovian-jump linear quadratic optimal control. Zbl 0591.93067
Chizeck, H. J.; Willsky, A. S.; Castanon, D.
42
1986
MAP estimation via agreement on trees: message-passing and linear programming. Zbl 1318.94025
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S.
34
2005
Kalman filtering and Riccati equations for descriptor systems. Zbl 0756.93052
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
33
1992
Optimally robust redundancy relations for failure detection in uncertain systems. Zbl 0596.93019
Lou, Xi-Cheng; Willsky, Alan S.; Verghese, George C.
29
1986
A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077
Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S.
26
2011
Boundary-value descriptor systems: well-posedness, reachability and observability. Zbl 0636.93055
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
25
1987
Stability and stabilizability of discrete event dynamic systems. Zbl 0812.93002
Özveren, Cüneyt M.; Willsky, Alan S.; Antsaklis, Panos J.
18
1991
A new class of upper bounds on the log partition function. Zbl 1310.94028
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S.
18
2005
Signals and systems. With Ian T. Young. Zbl 0539.93001
Oppenheim, Alan V.; Willsky, Alan S.
17
1983
Rejoinder: Latent variable graphical model selection via convex optimization. Zbl 1288.62085
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
17
2012
Tree-based reparameterization framework for analysis of sum-product and related algorithms. Zbl 1063.68079
Wainwright, Martin J.; Jaakkola, Tommi S.; Willsky, Alan S.
16
2003
High-dimensional structure estimation in Ising models: local separation criterion. Zbl 1297.62124
Anandkumar, Animashree; Tan, Vincent Y. F.; Huang, Furong; Willsky, Alan S.
16
2012
Combining and updating of local estimates and regional maps along sets of one-dimensional tracks. Zbl 0605.93051
Willsky, Alan S.; Bello, Martin G.; Castanon, David A.; Levy, Bernard C.; Verghese, George C.
15
1982
On the fixed-interval smoothing problem. Zbl 0485.60043
Wall, Joseph E. jun.; Willsky, Alan S.; Sandell, Nils R. jun.
14
1981
Dynamic model-based techniques for the detection of incidents on freeways. Zbl 0497.90023
Willsky, Alan S.; Chow, Edward Y.; Gershwin, Stanley B.; Greene, Christopher S.; Houpt, Paul K.; Kurkjian, Andrew L.
14
1980
Hierarchical aggregation of linear systems with multiple time scales. Zbl 0522.93009
Coderch, Marcel; Willsky, Alan S.; Sastry, S. Shankar; Castanon, David A.
14
1983
Linear estimation of boundary value stochastic processes. I: The role and construction of complementary models. Zbl 0586.93061
Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
13
1984
Optional sampling of submartingales indexed by partially ordered sets. Zbl 0477.60048
Washburn, Robert B. jun.; Willsky, Alan S.
12
1981
A scattering framework for decentralized estimation problems. Zbl 0518.93055
Levy, Bernard C.; Castanon, David A.; Verghese, George C.; Willsky, Alan S.
11
1983
Random cascades on wavelet trees and their use in analyzing and modeling natural images. Zbl 0983.68228
Wainwright, Martin J.; Simoncelli, Eero P.; Willsky, Alan S.
11
2001
Learning latent tree graphical models. Zbl 1280.68160
Choi, Myung Jin; Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
11
2011
Digital signal processing and control and estimation theory. Points of tangency, areas of intersection, and parallel directions. Zbl 0512.93001
Willsky, Alan S.
10
1979
A state-space analysis for reconstruction of goal-directed movements using neural signals. Zbl 1106.92017
Srinivasan, Lakshminarayan; Eden, Uri T.; Willsky, Alan S.; Brown, Emery N.
10
2006
Semidefinite descriptions of the convex hull of rotation matrices. Zbl 1317.90231
Saunderson, J.; Parrilo, P. A.; Willsky, A. S.
10
2015
Loopy belief propagation: convergence and effects of message errors. Zbl 1222.68224
Ihler, Alexander T.; Fisher, John W. III; Willsky, Alan S.
10
2005
Linear estimation of boundary value stochastic processes. II: 1-D smoothing problems. Zbl 0586.93062
Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
9
1984
A Krylov subspace method for covariance approximation and simulation of random processes and fields. Zbl 1056.93020
Schneider, Michael K.; Willsky, Alan S.
9
2003
Multiscale systems, Kalman filters, and Riccati equations. Zbl 0807.93062
Chou, Kenneth C.; Willsky, Alan S.; Nikoukhah, Ramine
9
1994
Hierarchical aggregation of singularly perturbed finite state Markov processes. Zbl 0517.60080
Coderch, M.; Willsky, A. S.; Sastry, S. S.; Castanon, D. A.
8
1983
Output stabilizability of discrete-event dynamic systems. Zbl 0757.93069
Özveren, Cüneyt M.; Willsky, Alan S.
8
1991
Analysis of bilinear noise models in circuits and devices. Zbl 0341.93004
Willsky, Alan S.; Marcus, Steven I.
8
1976
Diagonal and low-rank matrix decompositions, correlation matrices, and ellipsoid fitting. Zbl 1270.90043
Saunderson, J.; Chandrasekaran, V.; Parrilo, P. A.; Willsky, A. S.
8
2012
Estimation for boundary-value descriptor systems. Zbl 0681.93064
Nikoukhah, Ramine; Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
8
1989
A wavelet packet approach to transient signal classification. Zbl 0842.94002
Learned, Rachel E.; Willsky, Alan S.
7
1995
Image segmentation and edge enhancement with stabilized inverse diffusion equations. Zbl 0979.65059
Pollak, Ilya; Willsky, Alan S.; Krim, Hamid
7
2000
Finite group homomorphic sequential systems. Zbl 0273.93003
Brockett, Roger W.; Willsky, Alan S.
7
1972
Algebraic structure and finite dimensional nonlinear estimation. Zbl 0377.93056
Marcus, Steven I.; Willsky, Alan S.
7
1978
High-dimensional Gaussian graphical model selection: walk summability and local separation criterion. Zbl 1433.68322
Anandkumar, Animashree; Tan, Vincent Y. F.; Huang, Furong; Willsky, Alan S.
7
2012
Message passing for maximum weight independent set. Zbl 1367.94443
Sanghavi, Sujay; Shah, Devavrat; Willsky, Alan S.
7
2009
Walk-sums and belief propagation in Gaussian graphical models. Zbl 1222.68254
Malioutov, Dmitry M.; Johnson, Jason K.; Willsky, Alan S.
7
2006
The reduction of perturbed Markov generators: An algorithm exposing the role of transient states. Zbl 0643.60057
Rohlicek, Jan Robin; Willsky, Alan S.
6
1988
On the invertibility of linear systems. Zbl 0284.93008
Willsky, Alan S.
6
1974
Multiscale recursive estimation, data fusion, and regularization. Zbl 0828.93062
Chou, Kenneth C.; Willsky, Alan S.; Benveniste, Albert
6
1994
Multiscale autoregressive models and wavelets. Zbl 0946.94005
Daoudi, Khalid; Frakt, Austin B.; Willsky, Alan S.
6
1999
Sparse representation in structured dictionaries with application to synthetic aperture radar. Zbl 1390.94450
Varshney, Kush R.; Çetin, Müjdat; Fisher, John W. III; Willsky, Alan S.
6
2008
High resolution pursuit for feature extraction. Zbl 0935.94001
Jaggi, Seema; Karl, William C.; Mallat, Stéphane; Willsky, Alan S.
5
1998
The digital implementation of control compensators: the coefficient wordlength issue. Zbl 0449.93066
Moroney, Paul; Willsky, Alan S.; Houpt, Paul K.
5
1980
Towards fault-tolerant optimal control. Zbl 0429.93066
Chizeck, Howard J.; Willsky, Alan S.
5
1979
Multiscale representations of Markov random fields. Zbl 0844.60087
Luettgen, Mark R.; Karl, William C.; Willsky, Alan S.; Tenney, Robert R.
5
1993
Estimation and filter stability of stochastic delay systems. Zbl 0387.93046
Kwong, Raymond H.; Willsky, Alan S.
5
1978
Convex graph invariants. Zbl 1250.05091
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
5
2012
Bayesian nonparametric hidden semi-Markov models. Zbl 1320.62050
Johnson, Matthew J.; Willsky, Alan S.
5
2013
Learning high-dimensional Markov forest distributions: analysis of error rates. Zbl 1280.62068
Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
5
2011
Belief propagation and LP relaxation for weighted matching in general graphs. Zbl 1366.90202
Sanghavi, Sujay; Malioutov, Dmitry; Willsky, Alan
5
2011
Learning Gaussian tree models: analysis of error exponents and extremal structures. Zbl 1392.94479
Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
4
2010
Smoothing error dynamics and their use in the solution of smoothing and mapping problems. Zbl 0602.60042
Bello, Martin G.; Willsky, Alan S.; Levy, Bernard C.; Castanon, David A.
4
1986
Multiple time scale decomposition of discrete time Markov chains. Zbl 0658.60102
Rohlicek, J. R.; Willsky, A. S.
4
1988
Nonparametric shape priors for active contour-based image segmentation. Zbl 1186.94175
Kim, Junmo; Çetin, Müjdat; Willsky, Alan S.
4
2007
Data association based on optimization in graphical models with application to sensor networks. Zbl 1138.62367
Chen, Lei; Wainwright, Martin J.; Çetin, Müjdat; Willsky, Alan S.
4
2006
A multiscale approach to sensor fusion and the solution of linear inverse problems. Zbl 0826.65118
Miller, Eric; Willsky, Alan S.
4
1995
Approximate dynamic programming for communication-constrained sensor network management. Zbl 1390.94477
Williams, Jason L.; Fisher, John W. III; Willsky, Alan S.
4
2007
Optimal filtering and filter stability of linear stochastic delay systems. Zbl 0356.93038
Kwong, Raymond Hon-Sing; Willsky, Alan S.
4
1977
A large-deviation analysis of the maximum-likelihood learning of Markov tree structures. Zbl 1366.60066
Tan, Vincent Y. F.; Anandkumar, Animashree; Tong, Lang; Willsky, Alan S.
4
2011
Embedded trees: estimation of Gaussian processes on graphs with cycles. Zbl 1370.94248
Sudderth, Erik B.; Wainwright, Martin J.; Willsky, Alan S.
3
2004
Eigenstructure approach for array processing with unknown intensity coefficients. Zbl 0850.93752
Weiss, Anthony J.; Willsky, Alan S.; Levy, Bernard C.
3
1988
Feedback control and hierarchical modeling of discrete-event dynamic systems. Zbl 0736.93003
Özveren, C. M.; Willsky, A. S.
3
1991
Invertibility of discrete-event dynamic systems. Zbl 0761.93007
Özveren, Cüneyt M.; Willsky, Alan S.
3
1992
The modeling and estimation of statistically self-similar processes in a multiresolution framework. Zbl 0946.94004
Daniel, Michael M.; Willsky, Alan S.
3
1999
Learning graphical models for hypothesis testing and classification. Zbl 1391.62123
Tan, Vincent Y. F.; Sanghavi, Sujay; Fisher, John W. III; Willsky, Alan S.
3
2010
Estimation for rotational processes with one degree of freedom. I: Introduction and continuous-time processes. Zbl 0299.93041
Lo, James Ting-Ho; Willsky, Alan S.
3
1975
On the stochastic stability of linear systems containing colored multiplicative noise. Zbl 0318.93053
Willsky, Alan S.; Marcus, Steven I.; Martin, David N.
3
1975
Reachability, observability, and minimality for shift-invariant two-point boundary-value descriptor systems. Zbl 0696.93006
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
3
1989
Nonlinear evolution equations as fast and exact solvers of estimation problems. Zbl 1370.94212
Pollak, Ilya; Willsky, Alan S.; Huang, Yan
2
2005
Algorithms for the incorporation of predictive information in surveillance theory. Zbl 0559.93069
Castanon, David A.; Levy, Bernard C.; Willsky, Alan S.
2
1985
Reconstruction from projections based on detection and estimation of objects. I and II: Performance analysis and robustness analysis. Zbl 0577.65114
Rossi, David J.; Willsky, Alan S.
2
1984
Asymptotic orders of reachability in perturbed linear systems. Zbl 0658.93015
Özveren, Cüneyt M.; Verghese, George C.; Willsky, Alan S.
2
1988
Multiscale autoregressive processes. I: Schur-Levinson parametrizations. Zbl 0775.94029
Basseville, Michèle; Benveniste, Albert; Willsky, Alan S.
2
1992
Tracking and restrictability in discrete event dynamic systems. Zbl 0770.93002
Özveren, Cüneyt M.; Willsky, Alan S.
2
1992
Multiscale system theory. Zbl 0888.93003
Benveniste, Albert; Nikoukhah, Ramine; Willsky, Alan S.
2
1993
Multiscale system theory. Zbl 0850.93764
Benveniste, Albert; Nikoukhah, Ramine; Willsky, Alan S.
2
1994
Computationally efficient stochastic realization for internal multiscale autoregressive models. Zbl 0988.93011
Frakt, Austin B.; Willsky, Alan S.
2
2001
Linear dimensionality reduction for margin-based classification: high-dimensional data and sensor networks. Zbl 1392.94668
Varshney, Kush R.; Willsky, Alan S.
2
2011
Estimation in Gaussian graphical models using tractable subgraphs: a walk-sum analysis. Zbl 1391.62187
Chandrasekaran, Venkat; Johnson, Jason K.; Willsky, Alan S.
2
2008
On the algebraic structure of certain partially observable finite-state Markov processes. Zbl 0381.60035
Willsky, Alan S.
2
1978
Stability, stochastic stationarity, and generalized Lyapunov equations for two-point boundary-value descriptor systems. Zbl 0693.93070
Nikoukhah, Ramine; Levy, Bernard C.; Willsky, Alan S.
2
1989
Internal models and recursive estimation for 2-D isotropic random fields. Zbl 0732.60056
Tewfik, Ahmed H.; Levy, Bernard C.; Willsky, Alan S.
2
1991
Feedback message passing for inference in Gaussian graphical models. Zbl 1391.62188
Liu, Ying; Chandrasekaran, Venkat; Anandkumar, Animashree; Willsky, Alan S.
1
2012
Algebraic approach to time scale analysis of singularly perturbed linear systems. Zbl 0638.93019
Lou, Xi-Cheng; Willsky, Alan S.; Verghese, George C.
1
1988
Conditions for scale-based decompositions in singularly perturbed systems. Zbl 0641.93017
Lou, Sheldon X-C.; Verghese, George C.; Willsky, Alan S.; Coxson, Pamela G.
1
1988
Detection and analysis of anisotropic scattering in SAR data. Zbl 1025.94503
Kim, Andrew J.; Fisher, John W. III; Willsky, Alan S.
1
2003
Semidefinite descriptions of the convex hull of rotation matrices. Zbl 1317.90231
Saunderson, J.; Parrilo, P. A.; Willsky, A. S.
10
2015
Bayesian nonparametric hidden semi-Markov models. Zbl 1320.62050
Johnson, Matthew J.; Willsky, Alan S.
5
2013
The convex geometry of linear inverse problems. Zbl 1280.52008
Chandrasekaran, Venkat; Recht, Benjamin; Parrilo, Pablo A.; Willsky, Alan S.
114
2012
Latent variable graphical model selection via convex optimization. Zbl 1257.62061
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
57
2012
Rejoinder: Latent variable graphical model selection via convex optimization. Zbl 1288.62085
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
17
2012
High-dimensional structure estimation in Ising models: local separation criterion. Zbl 1297.62124
Anandkumar, Animashree; Tan, Vincent Y. F.; Huang, Furong; Willsky, Alan S.
16
2012
Diagonal and low-rank matrix decompositions, correlation matrices, and ellipsoid fitting. Zbl 1270.90043
Saunderson, J.; Chandrasekaran, V.; Parrilo, P. A.; Willsky, A. S.
8
2012
High-dimensional Gaussian graphical model selection: walk summability and local separation criterion. Zbl 1433.68322
Anandkumar, Animashree; Tan, Vincent Y. F.; Huang, Furong; Willsky, Alan S.
7
2012
Convex graph invariants. Zbl 1250.05091
Chandrasekaran, Venkat; Parrilo, Pablo A.; Willsky, Alan S.
5
2012
Feedback message passing for inference in Gaussian graphical models. Zbl 1391.62188
Liu, Ying; Chandrasekaran, Venkat; Anandkumar, Animashree; Willsky, Alan S.
1
2012
Rank-sparsity incoherence for matrix decomposition. Zbl 1226.90067
Chandrasekaran, Venkat; Sanghavi, Sujay; Parrilo, Pablo A.; Willsky, Alan S.
119
2011
A sticky HDP-HMM with application to speaker diarization. Zbl 1232.62077
Fox, Emily B.; Sudderth, Erik B.; Jordan, Michael I.; Willsky, Alan S.
26
2011
Learning latent tree graphical models. Zbl 1280.68160
Choi, Myung Jin; Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
11
2011
Learning high-dimensional Markov forest distributions: analysis of error rates. Zbl 1280.62068
Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
5
2011
Belief propagation and LP relaxation for weighted matching in general graphs. Zbl 1366.90202
Sanghavi, Sujay; Malioutov, Dmitry; Willsky, Alan
5
2011
A large-deviation analysis of the maximum-likelihood learning of Markov tree structures. Zbl 1366.60066
Tan, Vincent Y. F.; Anandkumar, Animashree; Tong, Lang; Willsky, Alan S.
4
2011
Linear dimensionality reduction for margin-based classification: high-dimensional data and sensor networks. Zbl 1392.94668
Varshney, Kush R.; Willsky, Alan S.
2
2011
Learning Gaussian tree models: analysis of error exponents and extremal structures. Zbl 1392.94479
Tan, Vincent Y. F.; Anandkumar, Animashree; Willsky, Alan S.
4
2010
Learning graphical models for hypothesis testing and classification. Zbl 1391.62123
Tan, Vincent Y. F.; Sanghavi, Sujay; Fisher, John W. III; Willsky, Alan S.
3
2010
Gaussian multiresolution models: exploiting sparse Markov and covariance structure. Zbl 1392.94145
Choi, Myung Jin; Chandrasekaran, Venkat; Willsky, Alan S.
1
2010
Classification using geometric level sets. Zbl 1242.62061
Varshney, Kush R.; Willsky, Alan S.
1
2010
Message passing for maximum weight independent set. Zbl 1367.94443
Sanghavi, Sujay; Shah, Devavrat; Willsky, Alan S.
7
2009
Sparse representation in structured dictionaries with application to synthetic aperture radar. Zbl 1390.94450
Varshney, Kush R.; Çetin, Müjdat; Fisher, John W. III; Willsky, Alan S.
6
2008
Estimation in Gaussian graphical models using tractable subgraphs: a walk-sum analysis. Zbl 1391.62187
Chandrasekaran, Venkat; Johnson, Jason K.; Willsky, Alan S.
2
2008
Nonparametric shape priors for active contour-based image segmentation. Zbl 1186.94175
Kim, Junmo; Çetin, Müjdat; Willsky, Alan S.
4
2007
Approximate dynamic programming for communication-constrained sensor network management. Zbl 1390.94477
Williams, Jason L.; Fisher, John W. III; Willsky, Alan S.
4
2007
A state-space analysis for reconstruction of goal-directed movements using neural signals. Zbl 1106.92017
Srinivasan, Lakshminarayan; Eden, Uri T.; Willsky, Alan S.; Brown, Emery N.
10
2006
Walk-sums and belief propagation in Gaussian graphical models. Zbl 1222.68254
Malioutov, Dmitry M.; Johnson, Jason K.; Willsky, Alan S.
7
2006
Data association based on optimization in graphical models with application to sensor networks. Zbl 1138.62367
Chen, Lei; Wainwright, Martin J.; Çetin, Müjdat; Willsky, Alan S.
4
2006
A sparse signal reconstruction perspective for source localization with sensor arrays. Zbl 1370.94191
Malioutov, Dmitry; Çetin, Müjdat; Willsky, Alan S.
51
2005
MAP estimation via agreement on trees: message-passing and linear programming. Zbl 1318.94025
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S.
34
2005
A new class of upper bounds on the log partition function. Zbl 1310.94028
Wainwright, Martin J.; Jaakkola, Tommi; Willsky, Alan S.
18
2005
Loopy belief propagation: convergence and effects of message errors. Zbl 1222.68224
Ihler, Alexander T.; Fisher, John W. III; Willsky, Alan S.
10
2005
Nonlinear evolution equations as fast and exact solvers of estimation problems. Zbl 1370.94212
Pollak, Ilya; Willsky, Alan S.; Huang, Yan
2
2005
Embedded trees: estimation of Gaussian processes on graphs with cycles. Zbl 1370.94248
Sudderth, Erik B.; Wainwright, Martin J.; Willsky, Alan S.
3
2004
Tree-based reparameterization framework for analysis of sum-product and related algorithms. Zbl 1063.68079
Wainwright, Martin J.; Jaakkola, Tommi S.; Willsky, Alan S.
16
2003
A Krylov subspace method for covariance approximation and simulation of random processes and fields. Zbl 1056.93020
Schneider, Michael K.; Willsky, Alan S.
9
2003
Detection and analysis of anisotropic scattering in SAR data. Zbl 1025.94503
Kim, Andrew J.; Fisher, John W. III; Willsky, Alan S.
1
2003
A generalized Levinson algorithm for covariance extension with application to multiscale autoregressive modeling. Zbl 1063.94511
Frakt, Austin B.; Lev-Ari, Hanoch; Willsky, Alan S.
1
2003
Curve evolution implementation of the Mumford-Shah functional for image segmentation, denoising, interpolation, and magnification. Zbl 1062.68595
Tsai, Andy; Yezzi, Anthony jun.; Willsky, Alan S.
73
2001
Random cascades on wavelet trees and their use in analyzing and modeling natural images. Zbl 0983.68228
Wainwright, Martin J.; Simoncelli, Eero P.; Willsky, Alan S.
11
2001
Computationally efficient stochastic realization for internal multiscale autoregressive models. Zbl 0988.93011
Frakt, Austin B.; Willsky, Alan S.
2
2001
Krylov subspace estimation. Zbl 0980.65045
Schneider, Michael K.; Willsky, Alan S.
1
2001
Image segmentation and edge enhancement with stabilized inverse diffusion equations. Zbl 0979.65059
Pollak, Ilya; Willsky, Alan S.; Krim, Hamid
7
2000
Multiscale autoregressive models and wavelets. Zbl 0946.94005
Daoudi, Khalid; Frakt, Austin B.; Willsky, Alan S.
6
1999
The modeling and estimation of statistically self-similar processes in a multiresolution framework. Zbl 0946.94004
Daniel, Michael M.; Willsky, Alan S.
3
1999
High resolution pursuit for feature extraction. Zbl 0935.94001
Jaggi, Seema; Karl, William C.; Mallat, Stéphane; Willsky, Alan S.
5
1998
Efficient multiresolution counterparts to variational methods for surface reconstruction. Zbl 0933.68145
Fieguth, Paul W.; Karl, William C.; Willsky, Alan S.
1
1998
Multiscale, statistical anomaly detection analysis and algorithms for linearized inverse scattering problems. Zbl 0870.94014
Miller, Eric L.; Willsky, Alan S.
1
1997
Efficient implementations of 2-D noncausal IIR filters. Zbl 0889.94014
Daniel, Michael M.; Willsky, Alan S.
1
1997
A wavelet packet approach to transient signal classification. Zbl 0842.94002
Learned, Rachel E.; Willsky, Alan S.
7
1995
A multiscale approach to sensor fusion and the solution of linear inverse problems. Zbl 0826.65118
Miller, Eric; Willsky, Alan S.
4
1995
Multiscale smoothing error models. Zbl 0925.93967
Luettgen, Mark R.; Willsky, Alan S.
1
1995
A distributed and iterative method for square root filtering in space- time estimation. Zbl 0819.93068
Chin, Toshio M.; Karl, William C.; Willsky, Alan S.
1
1995
Graph structure and recursive estimation of noisy linear relations. Zbl 0841.62061
Nikoukhah, Ramine; Taylor, Darrin; Levy, Bernard C.; Willsky, Alan S.
1
1995
Multiscale systems, Kalman filters, and Riccati equations. Zbl 0807.93062
Chou, Kenneth C.; Willsky, Alan S.; Nikoukhah, Ramine
9
1994
Multiscale recursive estimation, data fusion, and regularization. Zbl 0828.93062
Chou, Kenneth C.; Willsky, Alan S.; Benveniste, Albert
6
1994
Multiscale system theory. Zbl 0850.93764
Benveniste, Albert; Nikoukhah, Ramine; Willsky, Alan S.
2
1994
Multiscale representations of Markov random fields. Zbl 0844.60087
Luettgen, Mark R.; Karl, William C.; Willsky, Alan S.; Tenney, Robert R.
5
1993
Multiscale system theory. Zbl 0888.93003
Benveniste, Albert; Nikoukhah, Ramine; Willsky, Alan S.
2
1993
Multiresolution stochastic models, data fusion, and wavelet transforms. Zbl 0786.60057
Chou, Kenneth C.; Golden, Stuart A.; Willsky, Alan S.
1
1993
Kalman filtering and Riccati equations for descriptor systems. Zbl 0756.93052
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
33
1992
Invertibility of discrete-event dynamic systems. Zbl 0761.93007
Özveren, Cüneyt M.; Willsky, Alan S.
3
1992
Multiscale autoregressive processes. I: Schur-Levinson parametrizations. Zbl 0775.94029
Basseville, Michèle; Benveniste, Albert; Willsky, Alan S.
2
1992
Tracking and restrictability in discrete event dynamic systems. Zbl 0770.93002
Özveren, Cüneyt M.; Willsky, Alan S.
2
1992
Aggregation and multi-level control in discrete event dynamic systems. Zbl 0762.93003
Özveren, Cüneyt M.; Willsky, Alan S.
1
1992
Sequential filtering for multi-frame visual reconstruction. Zbl 0752.68091
Chin, Toshio M.; Karl, William C.; Willsky, Alan S.
1
1992
Stability and stabilizability of discrete event dynamic systems. Zbl 0812.93002
Özveren, Cüneyt M.; Willsky, Alan S.; Antsaklis, Panos J.
18
1991
Output stabilizability of discrete-event dynamic systems. Zbl 0757.93069
Özveren, Cüneyt M.; Willsky, Alan S.
8
1991
Feedback control and hierarchical modeling of discrete-event dynamic systems. Zbl 0736.93003
Özveren, C. M.; Willsky, A. S.
3
1991
Internal models and recursive estimation for 2-D isotropic random fields. Zbl 0732.60056
Tewfik, Ahmed H.; Levy, Bernard C.; Willsky, Alan S.
2
1991
Realization of acausal weighting patterns with boundary-value descriptor systems. Zbl 0733.93013
Nikoukhah, Ramine; Levy, Bernard C.; Willsky, Alan S.
1
1991
Observability of discrete event dynamic systems. Zbl 0709.68030
Özveren, Cüneyt M.; Willsky, Alan S.
43
1990
Realization theory for deterministic boundary-value descriptor systems. Zbl 0726.93017
Nikoukhah, Ramine; Levy, Bernard C.; Willsky, Alan S.
1
1990
Multiscale statistical signal processing: Stochastic processes indexed by trees. Zbl 0726.93073
Basseville, M.; Benveniste, A.; Chou, K. C.; Willsky, A. S.
1
1990
Failure detection and identification. Zbl 0682.93061
Massoumnia, Mohammad-Ali; Verghese, George C.; Willsky, Alan S.
64
1989
Estimation for boundary-value descriptor systems. Zbl 0681.93064
Nikoukhah, Ramine; Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
8
1989
Reachability, observability, and minimality for shift-invariant two-point boundary-value descriptor systems. Zbl 0696.93006
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
3
1989
Stability, stochastic stationarity, and generalized Lyapunov equations for two-point boundary-value descriptor systems. Zbl 0693.93070
Nikoukhah, Ramine; Levy, Bernard C.; Willsky, Alan S.
2
1989
The reduction of perturbed Markov generators: An algorithm exposing the role of transient states. Zbl 0643.60057
Rohlicek, Jan Robin; Willsky, Alan S.
6
1988
Multiple time scale decomposition of discrete time Markov chains. Zbl 0658.60102
Rohlicek, J. R.; Willsky, A. S.
4
1988
Eigenstructure approach for array processing with unknown intensity coefficients. Zbl 0850.93752
Weiss, Anthony J.; Willsky, Alan S.; Levy, Bernard C.
3
1988
Asymptotic orders of reachability in perturbed linear systems. Zbl 0658.93015
Özveren, Cüneyt M.; Verghese, George C.; Willsky, Alan S.
2
1988
Algebraic approach to time scale analysis of singularly perturbed linear systems. Zbl 0638.93019
Lou, Xi-Cheng; Willsky, Alan S.; Verghese, George C.
1
1988
Conditions for scale-based decompositions in singularly perturbed systems. Zbl 0641.93017
Lou, Sheldon X-C.; Verghese, George C.; Willsky, Alan S.; Coxson, Pamela G.
1
1988
Boundary-value descriptor systems: well-posedness, reachability and observability. Zbl 0636.93055
Nikoukhah, Ramine; Willsky, Alan S.; Levy, Bernard C.
25
1987
Discrete-time Markovian-jump linear quadratic optimal control. Zbl 0591.93067
Chizeck, H. J.; Willsky, A. S.; Castanon, D.
42
1986
Optimally robust redundancy relations for failure detection in uncertain systems. Zbl 0596.93019
Lou, Xi-Cheng; Willsky, Alan S.; Verghese, George C.
29
1986
Smoothing error dynamics and their use in the solution of smoothing and mapping problems. Zbl 0602.60042
Bello, Martin G.; Willsky, Alan S.; Levy, Bernard C.; Castanon, David A.
4
1986
Algorithms for the incorporation of predictive information in surveillance theory. Zbl 0559.93069
Castanon, David A.; Levy, Bernard C.; Willsky, Alan S.
2
1985
Analytical redundancy and the design of robust failure detection systems. Zbl 0542.90040
Chow, Edward Y.; Willsky, Alan S.
97
1984
Linear estimation of boundary value stochastic processes. I: The role and construction of complementary models. Zbl 0586.93061
Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
13
1984
Linear estimation of boundary value stochastic processes. II: 1-D smoothing problems. Zbl 0586.93062
Adams, Milton B.; Willsky, Alan S.; Levy, Bernard C.
9
1984
Reconstruction from projections based on detection and estimation of objects. I and II: Performance analysis and robustness analysis. Zbl 0577.65114
Rossi, David J.; Willsky, Alan S.
2
1984
Signals and systems. With Ian T. Young. Zbl 0539.93001
Oppenheim, Alan V.; Willsky, Alan S.
17
1983
Hierarchical aggregation of linear systems with multiple time scales. Zbl 0522.93009
Coderch, Marcel; Willsky, Alan S.; Sastry, S. Shankar; Castanon, David A.
14
1983
A scattering framework for decentralized estimation problems. Zbl 0518.93055
Levy, Bernard C.; Castanon, David A.; Verghese, George C.; Willsky, Alan S.
11
1983
Hierarchical aggregation of singularly perturbed finite state Markov processes. Zbl 0517.60080
Coderch, M.; Willsky, A. S.; Sastry, S. S.; Castanon, D. A.
8
1983
Combining and updating of local estimates and regional maps along sets of one-dimensional tracks. Zbl 0605.93051
Willsky, Alan S.; Bello, Martin G.; Castanon, David A.; Levy, Bernard C.; Verghese, George C.
15
1982
On the fixed-interval smoothing problem. Zbl 0485.60043
Wall, Joseph E. jun.; Willsky, Alan S.; Sandell, Nils R. jun.
14
1981
...and 20 more Documents
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Cited by 2,430 Authors

31 Willsky, Alan Steven
11 Darouach, Mohamed
11 Watanabe, Keigo
10 Chandrasekaran, Venkat
10 Zhirabok, Alexey N.
9 Levy, Bernard C.
9 Shi, Peng
8 Basseville, Michèle
8 Shumskij, A. E.
8 Wainwright, Martin J.
7 Ma, Shiqian
7 Nikoukhah, Ramine
7 Rauhut, Holger
7 Yuan, Xiaoming
6 Han, Deren
6 Keller, Jean-Yves
6 Lin, Feng
6 Parrilo, Pablo A.
6 Tzafestas, Spyros G.
6 Verhaegen, Michel
6 Zhang, Qinghua
5 Benveniste, Albert
5 Boukas, El-Kébir
5 Chertkov, Michael
5 De Doná, José A.
5 Ding, Chao
5 Dragan, Vasile
5 Frank, Paul Martin
5 Giua, Alessandro
5 Hsieh, Chien-Shu
5 Khorasani, Khashayar
5 Mariton, Michel
5 Morozan, Toader
5 Sauter, Dominique D. J.
5 Sejnowski, Terrence J.
5 Seron, Maria Marta
5 Sun, Defeng
5 Tropp, Joel A.
5 Weinmann, Andreas
5 Wu, Boying
4 Alpay, Daniel Aron
4 Arbib, Michael A.
4 Bi, Shujun
4 Bokor, József
4 Castanon, David A.
4 Chen, Jie
4 Chi, Yuejie
4 Chiuso, Alessandro
4 Cremers, Daniel
4 De Nicolao, Giuseppe
4 Ding, Steven X.
4 Edwards, Christopher
4 Fan, Jianqing
4 Gribonval, Rémi
4 Guindani, Michele
4 He, Hongjin
4 Kabanava, Maryia
4 Kinnaert, Michel
4 Ljung, Lennart
4 Lunze, Jan
4 Mahmoud, Magdi Sadik Mostafa
4 Merzbach, Ely
4 Pillonetto, Gianluigi
4 Puig, Vicenç
4 Schnörr, Christoph
4 Shields, D. N
4 Srinivasan, Lakshminarayan
4 Storath, Martin
4 Toh, Kimchuan
4 Travé-Massuyès, Louise
4 Verghese, George C.
4 Vese, Luminita A.
4 Volok, Dan
4 Welk, Martin
4 Yin, Xiang
4 Zhang, Dazhi
3 Angulo, José Miguel
3 Bernstein, Dennis S.
3 Borisov, Andrei V.
3 Boutat-Baddas, Latifa
3 Boyd, Stephen Poythress
3 Brodsky, Boris
3 Cai, Jian-Feng
3 Chen, Zengqiang
3 Chizeck, Howard Jay
3 Choi, Han-Lim
3 Colaneri, Patrizio
3 Czornik, Adam
3 Das, Anup
3 Del Vecchio, Domitilla
3 Di Benedetto, Maria Domenica
3 Fadili, Jalal M.
3 Fox, Emily B.
3 Frisk, Erik
3 Fu, Minyue
3 Gertler, Janos J.
3 Hammouri, Hassan
3 Han, Le
3 Hassibi, Babak
3 Helmke, Uwe R.
...and 2,330 more Authors
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Cited in 233 Serials

145 Automatica
93 International Journal of Control
61 International Journal of Systems Science
30 Systems & Control Letters
29 The Annals of Statistics
28 Applied and Computational Harmonic Analysis
27 Multidimensional Systems and Signal Processing
25 Neural Computation
25 Mathematical Problems in Engineering
21 Linear Algebra and its Applications
20 Circuits, Systems, and Signal Processing
20 Journal of Machine Learning Research (JMLR)
19 SIAM Journal on Optimization
18 Journal of the Franklin Institute
18 International Journal of Adaptive Control and Signal Processing
16 Information Sciences
16 European Journal of Control
16 Electronic Journal of Statistics
15 Mathematical Programming. Series A. Series B
14 International Journal of Robust and Nonlinear Control
14 Journal of Mathematical Imaging and Vision
13 SIAM Journal on Imaging Sciences
12 Discrete Event Dynamic Systems
12 Automation and Remote Control
12 Pattern Recognition
11 Machine Learning
11 International Journal of Computer Vision
10 Stochastics
10 Sequential Analysis
10 Signal Processing
10 Computational Statistics and Data Analysis
10 Computational Optimization and Applications
10 International Journal of Applied Mathematics and Computer Science
9 Journal of Multivariate Analysis
9 Journal of Optimization Theory and Applications
9 Kybernetika
8 Computers & Mathematics with Applications
8 Inverse Problems
8 Applied Mathematics and Computation
8 Applied Mathematical Modelling
8 Foundations of Computational Mathematics
8 Statistics and Computing
7 Journal of Computational Physics
7 Computational & Mathematical Methods in Medicine
7 The Annals of Applied Statistics
6 Journal of Computational and Applied Mathematics
6 Stochastic Analysis and Applications
6 Probability Theory and Related Fields
6 International Journal of Approximate Reasoning
6 Journal of Scientific Computing
6 The Journal of Fourier Analysis and Applications
6 International Journal of Wavelets, Multiresolution and Information Processing
6 Journal of Statistical Mechanics: Theory and Experiment
6 Information and Inference
6 SIAM Journal on Applied Algebra and Geometry
5 Artificial Intelligence
5 Journal of Mathematical Analysis and Applications
5 Journal of the American Statistical Association
5 Mathematics and Computers in Simulation
5 Advances in Computational Mathematics
5 Journal of Inequalities and Applications
5 Journal of Control Science and Engineering
5 Asian Journal of Control
4 SIAM Journal on Matrix Analysis and Applications
4 Neural Networks
4 Journal of Global Optimization
4 Numerical Algorithms
4 International Journal of Computer Mathematics
4 Journal of Computer and Systems Sciences International
4 Optimization Methods & Software
4 Journal of Applied Mathematics
4 Comptes Rendus. Mathématique. Académie des Sciences, Paris
4 International Journal of Systems Science. Principles and Applications of Systems and Integration
3 Mathematics of Computation
3 Journal of Computer and System Sciences
3 Journal of Econometrics
3 Numerische Mathematik
3 Statistics & Probability Letters
3 Applied Numerical Mathematics
3 Statistical Science
3 Mathematical and Computer Modelling
3 MCSS. Mathematics of Control, Signals, and Systems
3 Journal of Statistical Computation and Simulation
3 SIAM Journal on Scientific Computing
3 Numerical Linear Algebra with Applications
3 Journal of Computational Neuroscience
3 Bernoulli
3 Sādhanā
3 Inverse Problems and Imaging
3 EURASIP Journal on Advances in Signal Processing
3 Nonlinear Analysis. Hybrid Systems
3 Algorithms
3 Science China. Information Sciences
2 Computer Methods in Applied Mechanics and Engineering
2 Discrete Applied Mathematics
2 Journal of Statistical Physics
2 Metrika
2 Psychometrika
2 Integral Equations and Operator Theory
2 Journal of Approximation Theory
...and 133 more Serials
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Cited in 54 Fields

573 Systems theory; control (93-XX)
285 Statistics (62-XX)
268 Operations research, mathematical programming (90-XX)
223 Computer science (68-XX)
213 Information and communication theory, circuits (94-XX)
168 Numerical analysis (65-XX)
138 Probability theory and stochastic processes (60-XX)
63 Biology and other natural sciences (92-XX)
61 Linear and multilinear algebra; matrix theory (15-XX)
52 Calculus of variations and optimal control; optimization (49-XX)
45 Combinatorics (05-XX)
30 Ordinary differential equations (34-XX)
19 Operator theory (47-XX)
18 Harmonic analysis on Euclidean spaces (42-XX)
17 Partial differential equations (35-XX)
17 Game theory, economics, finance, and other social and behavioral sciences (91-XX)
13 Convex and discrete geometry (52-XX)
13 Statistical mechanics, structure of matter (82-XX)
11 Functional analysis (46-XX)
9 Approximations and expansions (41-XX)
9 Mechanics of deformable solids (74-XX)
7 Algebraic geometry (14-XX)
6 Dynamical systems and ergodic theory (37-XX)
6 Fluid mechanics (76-XX)
6 Optics, electromagnetic theory (78-XX)
6 Geophysics (86-XX)
5 Nonassociative rings and algebras (17-XX)
5 Difference and functional equations (39-XX)
5 Differential geometry (53-XX)
5 Global analysis, analysis on manifolds (58-XX)
5 Quantum theory (81-XX)
4 Topological groups, Lie groups (22-XX)
4 Abstract harmonic analysis (43-XX)
4 Mechanics of particles and systems (70-XX)
3 Mathematical logic and foundations (03-XX)
3 Group theory and generalizations (20-XX)
2 General and overarching topics; collections (00-XX)
2 Number theory (11-XX)
2 Commutative algebra (13-XX)
2 Category theory; homological algebra (18-XX)
2 Real functions (26-XX)
2 Integral transforms, operational calculus (44-XX)
2 Integral equations (45-XX)
2 Geometry (51-XX)
2 Manifolds and cell complexes (57-XX)
2 Classical thermodynamics, heat transfer (80-XX)
1 History and biography (01-XX)
1 General algebraic systems (08-XX)
1 Associative rings and algebras (16-XX)
1 Measure and integration (28-XX)
1 Functions of a complex variable (30-XX)
1 Potential theory (31-XX)
1 Special functions (33-XX)
1 General topology (54-XX)

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