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Nowak, Robert D.

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Author ID: nowak.robert-d Recent zbMATH articles by "Nowak, Robert D."
Published as: Nowak, R.; Nowak, Robert; Nowak, Robert D.
Documents Indexed: 40 Publications since 1988, including 1 Book

Publications by Year

Citations contained in zbMATH

34 Publications have been cited 564 times in 511 Documents Cited by Year
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
201
2009
An EM algorithm for wavelet-based image restoration. Zbl 1279.94015
Figueiredo, Mário A. T.; Nowak, Robert D.
113
2003
Toeplitz compressed sensing matrices with applications to sparse channel estimation. Zbl 1366.62110
Haupt, Jarvis; Bajwa, Waheed U.; Raz, Gil; Nowak, Robert
32
2010
Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775
Figueiredo, Mário A. T.; Nowak, Robert D.
21
2001
Signal reconstruction from noisy random projections. Zbl 1323.94046
Haupt, Jarvis; Nowak, Robert D.
17
2006
Learning minimum volume sets. Zbl 1222.68300
Scott, Clayton D.; Nowak, Robert D.
16
2006
A statistical multiscale framework for Poisson inverse problems. Zbl 0999.94004
Nowak, Robert D.; Kolaczyk, Eric D.
15
2000
Multiscale Poisson intensity and density estimation. Zbl 1325.94036
Willett, Rebecca; Nowak, Robert D.
14
2007
A Neyman-Pearson approach to statistical learning. Zbl 1318.62054
Scott, Clayton; Nowak, Robert D.
13
2005
Multiscale likelihood analysis and complexity penalized estimation. Zbl 1048.62036
Kolaczyk, Eric D.; Nowak, Robert D.
13
2004
Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging. Zbl 0947.94005
Timmermann, Klaus E.; Nowak, Robert D.
13
1999
Minimax bounds for active learning. Zbl 1330.68246
Castro, Rui M.; Nowak, Robert D.
12
2008
Distilled sensing: adaptive sampling for sparse detection and estimation. Zbl 1365.94177
Haupt, Jarvis; Castro, Rui M.; Nowak, Robert
11
2011
Minimax-optimal classification with dyadic decision trees. Zbl 1318.62216
Scott, Clayton; Nowak, Robert D.
11
2006
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
2004
Adaptive Hausdorff estimation of density level sets. Zbl 1173.62019
Singh, Aarti; Scott, Clayton; Nowak, Robert
10
2009
Causal network inference via group sparse regularization. Zbl 1392.94012
Bolstad, Andrew; Van Veen, Barry D.; Nowak, Robert
5
2011
Boundary estimation in sensor networks: Theory and methods. Zbl 1027.68905
Nowak, Robert; Mitra, Urbashi
4
2003
Minimax bounds for active learning. Zbl 1203.68142
Castro, Rui M.; Nowak, Robert D.
3
2007
Multiscale generalised linear models for nonparametric function estimation. Zbl 1068.62046
Kolaczyk, Eric D.; Nowak, Robert D.
3
2005
Likelihood based hierarchical clustering. Zbl 1369.62135
Castro, Rui M.; Coates, Mark J.; Nowak, Robert D.
3
2004
Wavelet-based transformations for nonlinear signal processing. Zbl 1050.94506
Nowak, Robert D.; Baraniuk, Richard G.
3
1999
Multiscale hidden Markov models for Bayesian image analysis. Zbl 0940.62091
Nowak, Robert D.
3
1999
Efficient methods for identification of Volterra filter models. Zbl 0825.93911
Nowak, Robert D.; Van Veen, Barry D.
3
1994
Sketching sparse matrices, covariances, and graphs via tensor products. Zbl 1359.94079
Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert D.
2
2015
Near-optimal adaptive compressed sensing. Zbl 1360.94088
Malloy, Matthew L.; Nowak, Robert D.
2
2014
Sequential testing for sparse recovery. Zbl 1359.94382
Malloy, Matthew L.; Nowak, Robert D.
2
2014
TEMPLAR: a wavelet-based framework for pattern learning and analysis. Zbl 1369.68289
Scott, Clayton; Nowak, Robert D.
2
2004
Random consensus robust PCA. Zbl 1384.62188
Pimentel-Alarcón, Daniel; Nowak, Robert
1
2017
Classification with the sparse group lasso. Zbl 1412.94076
Rao, Nikhil; Nowak, Robert; Cox, Christopher; Rogers, Timothy
1
2016
The geometry of generalized binary search. Zbl 1365.68395
Nowak, Robert D.
1
2011
Blind calibration of networks of sensors: theory and algorithms. Zbl 1214.94029
Balzano, Laura; Nowak, Robert
1
2008
Network inference from co-occurrences. Zbl 1322.68170
Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D.
1
2008
Joint source-channel communication for distributed estimation in sensor networks. Zbl 1325.94077
Bajwa, Waheed Uz Zaman; Haupt, Jarvis; Sayeed, Akbar M.; Nowak, Robert
1
2007
Random consensus robust PCA. Zbl 1384.62188
Pimentel-Alarcón, Daniel; Nowak, Robert
1
2017
Classification with the sparse group lasso. Zbl 1412.94076
Rao, Nikhil; Nowak, Robert; Cox, Christopher; Rogers, Timothy
1
2016
Sketching sparse matrices, covariances, and graphs via tensor products. Zbl 1359.94079
Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert D.
2
2015
Near-optimal adaptive compressed sensing. Zbl 1360.94088
Malloy, Matthew L.; Nowak, Robert D.
2
2014
Sequential testing for sparse recovery. Zbl 1359.94382
Malloy, Matthew L.; Nowak, Robert D.
2
2014
Distilled sensing: adaptive sampling for sparse detection and estimation. Zbl 1365.94177
Haupt, Jarvis; Castro, Rui M.; Nowak, Robert
11
2011
Causal network inference via group sparse regularization. Zbl 1392.94012
Bolstad, Andrew; Van Veen, Barry D.; Nowak, Robert
5
2011
The geometry of generalized binary search. Zbl 1365.68395
Nowak, Robert D.
1
2011
Toeplitz compressed sensing matrices with applications to sparse channel estimation. Zbl 1366.62110
Haupt, Jarvis; Bajwa, Waheed U.; Raz, Gil; Nowak, Robert
32
2010
Sparse reconstruction by separable approximation. Zbl 1391.94442
Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T.
201
2009
Adaptive Hausdorff estimation of density level sets. Zbl 1173.62019
Singh, Aarti; Scott, Clayton; Nowak, Robert
10
2009
Minimax bounds for active learning. Zbl 1330.68246
Castro, Rui M.; Nowak, Robert D.
12
2008
Blind calibration of networks of sensors: theory and algorithms. Zbl 1214.94029
Balzano, Laura; Nowak, Robert
1
2008
Network inference from co-occurrences. Zbl 1322.68170
Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D.
1
2008
Multiscale Poisson intensity and density estimation. Zbl 1325.94036
Willett, Rebecca; Nowak, Robert D.
14
2007
Minimax bounds for active learning. Zbl 1203.68142
Castro, Rui M.; Nowak, Robert D.
3
2007
Joint source-channel communication for distributed estimation in sensor networks. Zbl 1325.94077
Bajwa, Waheed Uz Zaman; Haupt, Jarvis; Sayeed, Akbar M.; Nowak, Robert
1
2007
Signal reconstruction from noisy random projections. Zbl 1323.94046
Haupt, Jarvis; Nowak, Robert D.
17
2006
Learning minimum volume sets. Zbl 1222.68300
Scott, Clayton D.; Nowak, Robert D.
16
2006
Minimax-optimal classification with dyadic decision trees. Zbl 1318.62216
Scott, Clayton; Nowak, Robert D.
11
2006
A Neyman-Pearson approach to statistical learning. Zbl 1318.62054
Scott, Clayton; Nowak, Robert D.
13
2005
Multiscale generalised linear models for nonparametric function estimation. Zbl 1068.62046
Kolaczyk, Eric D.; Nowak, Robert D.
3
2005
Multiscale likelihood analysis and complexity penalized estimation. Zbl 1048.62036
Kolaczyk, Eric D.; Nowak, Robert D.
13
2004
Network tomography: recent developments. Zbl 1100.62628
Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin
11
2004
Likelihood based hierarchical clustering. Zbl 1369.62135
Castro, Rui M.; Coates, Mark J.; Nowak, Robert D.
3
2004
TEMPLAR: a wavelet-based framework for pattern learning and analysis. Zbl 1369.68289
Scott, Clayton; Nowak, Robert D.
2
2004
An EM algorithm for wavelet-based image restoration. Zbl 1279.94015
Figueiredo, Mário A. T.; Nowak, Robert D.
113
2003
Boundary estimation in sensor networks: Theory and methods. Zbl 1027.68905
Nowak, Robert; Mitra, Urbashi
4
2003
Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775
Figueiredo, Mário A. T.; Nowak, Robert D.
21
2001
A statistical multiscale framework for Poisson inverse problems. Zbl 0999.94004
Nowak, Robert D.; Kolaczyk, Eric D.
15
2000
Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging. Zbl 0947.94005
Timmermann, Klaus E.; Nowak, Robert D.
13
1999
Wavelet-based transformations for nonlinear signal processing. Zbl 1050.94506
Nowak, Robert D.; Baraniuk, Richard G.
3
1999
Multiscale hidden Markov models for Bayesian image analysis. Zbl 0940.62091
Nowak, Robert D.
3
1999
Efficient methods for identification of Volterra filter models. Zbl 0825.93911
Nowak, Robert D.; Van Veen, Barry D.
3
1994
all top 5

Cited by 1,117 Authors

15 Lu, Zhaosong
8 Dong, Bin
8 Pong, Ting Kei
7 Dai, Yu-Hong
6 Chen, Xiaojun
6 Cheng, Wanyou
6 Rauhut, Holger
6 Shen, Zuowei
5 Clémençon, Stéphan
5 Fadili, Jalal M.
5 Hager, William W.
5 Nocedal, Jorge
5 Singh, Aarti
5 Toh, Kimchuan
5 Xiao, Yunhai
5 Zhang, Haibin
4 Bala Abubakar, Auwal
4 Baraniuk, Richard G.
4 Chan, Raymond Hon-Fu
4 Huang, Yakui
4 Kumam, Poom
4 Li, Donghui
4 Liu, Hongwei
4 Loris, Ignace
4 Maass, Peter
4 Peyré, Gabriel
4 Reynaud-Bouret, Patricia
4 Sun, Defeng
4 Wright, Stephen J.
4 Wu, Lei
4 Xu, Yuesheng
4 Zhang, Hongchao
4 Zhang, Yong
3 Awwal, Aliyu Muhammed
3 Blanchard, Jeffrey D.
3 Byrd, Richard H.
3 Cai, Jian-Feng
3 Castro, Rui M.
3 Chen, Dai-Qiang
3 Curtis, Frank E.
3 Feng, Xiangchu
3 Fornasier, Massimo
3 Fryzlewicz, Piotr
3 Ghosal, Subhashis
3 Hanneke, Steve
3 Hu, Qingjie
3 Jin, Bangti
3 Kolaczyk, Eric D.
3 Krahmer, Felix
3 Liu, Tianxiang
3 Luo, Zhi-Quan
3 Ma, Shiqian
3 Nowak, Robert D.
3 Osher, Stanley Joel
3 Qiu, Peihua
3 Rinaldi, Francesco
3 Rivoirard, Vincent
3 Robinson, Daniel P.
3 Rozell, Christopher J.
3 Scheinberg, Katya
3 Shen, Lixin
3 Starck, Jean-Luc
3 Strohmer, Thomas
3 Sun, Zhe
3 Tanner, Jared W.
3 Vidakovic, Brani
3 Wakin, Michael B.
3 Wasserman, Larry Alan
3 Wen, Zaiwen
3 Zhu, Hong
2 Ahookhosh, Masoud
2 Akakpo, Nathalie
2 Averbuch, Amir Z.
2 Balcan, Maria-Florina
2 Baraud, Yannick
2 Becker, Stephen R.
2 Bertero, Mario
2 Bigot, Jéremie
2 Blondel, Mathieu
2 Cai, Tony Tony
2 Calderbank, Arthur Robert
2 Candès, Emmanuel J.
2 Cao, Jiuwen
2 Carin, Lawrence
2 Cevher, Volkan
2 Charles, Adam S.
2 Chen, Dirong
2 Chen, Feishe
2 Chen, Tianyi
2 Chen, Tongwen
2 Chen, Wufan
2 Chen, Yang
2 Chen, Yanping
2 Chen, Yen-Chi
2 Chen, Zixin
2 Cheng, Lizhi
2 Chin, Gillian M.
2 Cohen, Albert
2 Dasgupta, Sanjoy
2 Daubechies, Ingrid Chantal
...and 1,017 more Authors
all top 5

Cited in 155 Serials

35 Applied and Computational Harmonic Analysis
20 The Annals of Statistics
20 SIAM Journal on Optimization
20 Computational Optimization and Applications
18 Electronic Journal of Statistics
16 Mathematical Programming. Series A. Series B
10 Automatica
10 Journal of Computational and Applied Mathematics
10 Optimization Methods & Software
9 Inverse Problems
9 Pattern Recognition
9 Journal of Mathematical Imaging and Vision
9 SIAM Journal on Imaging Sciences
8 Journal of Scientific Computing
8 Signal Processing
8 Machine Learning
7 Bernoulli
7 Journal of Machine Learning Research (JMLR)
6 SIAM Journal on Scientific Computing
6 Mathematical Problems in Engineering
6 The Annals of Applied Statistics
6 Journal of the Operations Research Society of China
5 Computers & Mathematics with Applications
5 Journal of the Franklin Institute
5 Journal of Optimization Theory and Applications
5 Journal of Statistical Planning and Inference
5 Neural Computation
5 Journal of Global Optimization
5 Numerical Algorithms
5 Advances in Computational Mathematics
5 Foundations of Computational Mathematics
5 Inverse Problems and Imaging
4 Applied Mathematics and Computation
4 Journal of the American Statistical Association
4 Journal of Multivariate Analysis
4 Multidimensional Systems and Signal Processing
4 Computational Statistics and Data Analysis
4 Journal of the Royal Statistical Society. Series B. Statistical Methodology
4 International Journal of Wavelets, Multiresolution and Information Processing
3 Mathematics of Computation
3 Calcolo
3 Journal of Computer and System Sciences
3 Mathematics of Operations Research
3 SIAM Journal on Numerical Analysis
3 Theoretical Computer Science
3 Optimization
3 Probability Theory and Related Fields
3 Journal of Statistical Computation and Simulation
3 Journal of Inequalities and Applications
3 EURASIP Journal on Advances in Signal Processing
3 Mathematical Programming Computation
3 Science China. Mathematics
2 International Journal of Control
2 Journal of Computational Physics
2 Annals of the Institute of Statistical Mathematics
2 Information Sciences
2 Circuits, Systems, and Signal Processing
2 Journal of Complexity
2 Constructive Approximation
2 Statistical Science
2 Random Structures & Algorithms
2 International Journal of Adaptive Control and Signal Processing
2 The Annals of Applied Probability
2 SIAM Review
2 International Journal of Computer Vision
2 Computational and Applied Mathematics
2 The Journal of Fourier Analysis and Applications
2 Mathematical Methods of Operations Research
2 Science in China. Series F
2 Inverse Problems in Science and Engineering
2 Algorithms
2 Science China. Information Sciences
1 Artificial Intelligence
1 Computers and Fluids
1 Computer Physics Communications
1 Communications on Pure and Applied Mathematics
1 Discrete Applied Mathematics
1 Scandinavian Journal of Statistics
1 Applied Mathematics and Optimization
1 Biometrical Journal
1 International Journal for Numerical Methods in Engineering
1 International Statistical Review
1 Memoirs of the American Mathematical Society
1 Nonlinear Analysis. Theory, Methods & Applications. Series A: Theory and Methods
1 Numerische Mathematik
1 Operations Research
1 SIAM Journal on Control and Optimization
1 Theoretical Population Biology
1 Theory and Decision
1 Systems & Control Letters
1 Statistics & Probability Letters
1 Applied Numerical Mathematics
1 Algorithmica
1 International Journal of Approximate Reasoning
1 Asia-Pacific Journal of Operational Research
1 Journal of the American Mathematical Society
1 SIAM Journal on Matrix Analysis and Applications
1 Journal of Parallel and Distributed Computing
1 Computational Statistics
1 Applied Mathematical Modelling
...and 55 more Serials

Citations by Year