Edit Profile Nowak, Robert D. Compute Distance To: Compute Author ID: nowak.robert-d Published as: Nowak, R.; Nowak, Robert; Nowak, Robert D. Documents Indexed: 40 Publications since 1988, including 1 Book all top 5 Co-Authors 2 single-authored 5 Castro, Rui M. 5 Scott, Clayton D. 4 Figueiredo, Mário A. T. 4 Haupt, Jarvis D. 4 Kolaczyk, Eric D. 3 Malloy, Matthew L. 2 Bajwa, Waheed Uz Zaman 2 Coates, Mark J. 2 Van Veen, Barry D. 1 Balzano, Laura 1 Baraniuk, Richard G. 1 Bhaskar, Badri Narayan 1 Bolstad, Andrew K. 1 Cox, Christopher L. 1 Dasarathy, Gautam 1 Eckardt, Klaus-Jürgen 1 Jiao, Jiantao 1 Liang, Gang 1 Mitra, Urbashi 1 Pimentel-Alarcón, Daniel 1 Rabbat, Michael G. 1 Rao, Nikhil 1 Raz, Gil 1 Rogers, Timothy 1 Sayeed, Akbar M. 1 Shah, Parikshit 1 Singh, Aarti 1 Tang, Gongguo 1 Timmermann, Klaus E. 1 Vats, Divyanshu 1 Willett, Rebecca M. 1 Wright, Stephen J. 1 Yu, Bin 1 Zhang, Lin all top 5 Serials 17 IEEE Transactions on Information Theory 6 IEEE Transactions on Signal Processing 2 The Annals of Statistics 2 IEEE Transactions on Image Processing 2 Journal of Machine Learning Research (JMLR) 1 Biometrika 1 Statistical Science 1 Signal Processing 1 Electronic Journal of Statistics all top 5 Fields 22 Information and communication theory, circuits (94-XX) 20 Statistics (62-XX) 13 Computer science (68-XX) 6 Harmonic analysis on Euclidean spaces (42-XX) 3 Numerical analysis (65-XX) 3 Operations research, mathematical programming (90-XX) 2 Combinatorics (05-XX) 2 Probability theory and stochastic processes (60-XX) 2 Biology and other natural sciences (92-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Astronomy and astrophysics (85-XX) 1 Systems theory; control (93-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH 34 Publications have been cited 564 times in 511 Documents Cited by ▼ Year ▼ Sparse reconstruction by separable approximation. Zbl 1391.94442Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T. 201 2009 An EM algorithm for wavelet-based image restoration. Zbl 1279.94015Figueiredo, Mário A. T.; Nowak, Robert D. 113 2003 Toeplitz compressed sensing matrices with applications to sparse channel estimation. Zbl 1366.62110Haupt, Jarvis; Bajwa, Waheed U.; Raz, Gil; Nowak, Robert 32 2010 Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775Figueiredo, Mário A. T.; Nowak, Robert D. 21 2001 Signal reconstruction from noisy random projections. Zbl 1323.94046Haupt, Jarvis; Nowak, Robert D. 17 2006 Learning minimum volume sets. Zbl 1222.68300Scott, Clayton D.; Nowak, Robert D. 16 2006 A statistical multiscale framework for Poisson inverse problems. Zbl 0999.94004Nowak, Robert D.; Kolaczyk, Eric D. 15 2000 Multiscale Poisson intensity and density estimation. Zbl 1325.94036Willett, Rebecca; Nowak, Robert D. 14 2007 A Neyman-Pearson approach to statistical learning. Zbl 1318.62054Scott, Clayton; Nowak, Robert D. 13 2005 Multiscale likelihood analysis and complexity penalized estimation. Zbl 1048.62036Kolaczyk, Eric D.; Nowak, Robert D. 13 2004 Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging. Zbl 0947.94005Timmermann, Klaus E.; Nowak, Robert D. 13 1999 Minimax bounds for active learning. Zbl 1330.68246Castro, Rui M.; Nowak, Robert D. 12 2008 Distilled sensing: adaptive sampling for sparse detection and estimation. Zbl 1365.94177Haupt, Jarvis; Castro, Rui M.; Nowak, Robert 11 2011 Minimax-optimal classification with dyadic decision trees. Zbl 1318.62216Scott, Clayton; Nowak, Robert D. 11 2006 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 Adaptive Hausdorff estimation of density level sets. Zbl 1173.62019Singh, Aarti; Scott, Clayton; Nowak, Robert 10 2009 Causal network inference via group sparse regularization. Zbl 1392.94012Bolstad, Andrew; Van Veen, Barry D.; Nowak, Robert 5 2011 Boundary estimation in sensor networks: Theory and methods. Zbl 1027.68905Nowak, Robert; Mitra, Urbashi 4 2003 Minimax bounds for active learning. Zbl 1203.68142Castro, Rui M.; Nowak, Robert D. 3 2007 Multiscale generalised linear models for nonparametric function estimation. Zbl 1068.62046Kolaczyk, Eric D.; Nowak, Robert D. 3 2005 Likelihood based hierarchical clustering. Zbl 1369.62135Castro, Rui M.; Coates, Mark J.; Nowak, Robert D. 3 2004 Wavelet-based transformations for nonlinear signal processing. Zbl 1050.94506Nowak, Robert D.; Baraniuk, Richard G. 3 1999 Multiscale hidden Markov models for Bayesian image analysis. Zbl 0940.62091Nowak, Robert D. 3 1999 Efficient methods for identification of Volterra filter models. Zbl 0825.93911Nowak, Robert D.; Van Veen, Barry D. 3 1994 Sketching sparse matrices, covariances, and graphs via tensor products. Zbl 1359.94079Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert D. 2 2015 Near-optimal adaptive compressed sensing. Zbl 1360.94088Malloy, Matthew L.; Nowak, Robert D. 2 2014 Sequential testing for sparse recovery. Zbl 1359.94382Malloy, Matthew L.; Nowak, Robert D. 2 2014 TEMPLAR: a wavelet-based framework for pattern learning and analysis. Zbl 1369.68289Scott, Clayton; Nowak, Robert D. 2 2004 Random consensus robust PCA. Zbl 1384.62188Pimentel-Alarcón, Daniel; Nowak, Robert 1 2017 Classification with the sparse group lasso. Zbl 1412.94076Rao, Nikhil; Nowak, Robert; Cox, Christopher; Rogers, Timothy 1 2016 The geometry of generalized binary search. Zbl 1365.68395Nowak, Robert D. 1 2011 Blind calibration of networks of sensors: theory and algorithms. Zbl 1214.94029Balzano, Laura; Nowak, Robert 1 2008 Network inference from co-occurrences. Zbl 1322.68170Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D. 1 2008 Joint source-channel communication for distributed estimation in sensor networks. Zbl 1325.94077Bajwa, Waheed Uz Zaman; Haupt, Jarvis; Sayeed, Akbar M.; Nowak, Robert 1 2007 Random consensus robust PCA. Zbl 1384.62188Pimentel-Alarcón, Daniel; Nowak, Robert 1 2017 Classification with the sparse group lasso. Zbl 1412.94076Rao, Nikhil; Nowak, Robert; Cox, Christopher; Rogers, Timothy 1 2016 Sketching sparse matrices, covariances, and graphs via tensor products. Zbl 1359.94079Dasarathy, Gautam; Shah, Parikshit; Bhaskar, Badri Narayan; Nowak, Robert D. 2 2015 Near-optimal adaptive compressed sensing. Zbl 1360.94088Malloy, Matthew L.; Nowak, Robert D. 2 2014 Sequential testing for sparse recovery. Zbl 1359.94382Malloy, Matthew L.; Nowak, Robert D. 2 2014 Distilled sensing: adaptive sampling for sparse detection and estimation. Zbl 1365.94177Haupt, Jarvis; Castro, Rui M.; Nowak, Robert 11 2011 Causal network inference via group sparse regularization. Zbl 1392.94012Bolstad, Andrew; Van Veen, Barry D.; Nowak, Robert 5 2011 The geometry of generalized binary search. Zbl 1365.68395Nowak, Robert D. 1 2011 Toeplitz compressed sensing matrices with applications to sparse channel estimation. Zbl 1366.62110Haupt, Jarvis; Bajwa, Waheed U.; Raz, Gil; Nowak, Robert 32 2010 Sparse reconstruction by separable approximation. Zbl 1391.94442Wright, Stephen J.; Nowak, Robert D.; Figueiredo, Mário A. T. 201 2009 Adaptive Hausdorff estimation of density level sets. Zbl 1173.62019Singh, Aarti; Scott, Clayton; Nowak, Robert 10 2009 Minimax bounds for active learning. Zbl 1330.68246Castro, Rui M.; Nowak, Robert D. 12 2008 Blind calibration of networks of sensors: theory and algorithms. Zbl 1214.94029Balzano, Laura; Nowak, Robert 1 2008 Network inference from co-occurrences. Zbl 1322.68170Rabbat, Michael; Figueiredo, Mário A. T.; Nowak, Robert D. 1 2008 Multiscale Poisson intensity and density estimation. Zbl 1325.94036Willett, Rebecca; Nowak, Robert D. 14 2007 Minimax bounds for active learning. Zbl 1203.68142Castro, Rui M.; Nowak, Robert D. 3 2007 Joint source-channel communication for distributed estimation in sensor networks. Zbl 1325.94077Bajwa, Waheed Uz Zaman; Haupt, Jarvis; Sayeed, Akbar M.; Nowak, Robert 1 2007 Signal reconstruction from noisy random projections. Zbl 1323.94046Haupt, Jarvis; Nowak, Robert D. 17 2006 Learning minimum volume sets. Zbl 1222.68300Scott, Clayton D.; Nowak, Robert D. 16 2006 Minimax-optimal classification with dyadic decision trees. Zbl 1318.62216Scott, Clayton; Nowak, Robert D. 11 2006 A Neyman-Pearson approach to statistical learning. Zbl 1318.62054Scott, Clayton; Nowak, Robert D. 13 2005 Multiscale generalised linear models for nonparametric function estimation. Zbl 1068.62046Kolaczyk, Eric D.; Nowak, Robert D. 3 2005 Multiscale likelihood analysis and complexity penalized estimation. Zbl 1048.62036Kolaczyk, Eric D.; Nowak, Robert D. 13 2004 Network tomography: recent developments. Zbl 1100.62628Castro, Rui; Coates, Mark; Liang, Gang; Nowak, Robert; Yu, Bin 11 2004 Likelihood based hierarchical clustering. Zbl 1369.62135Castro, Rui M.; Coates, Mark J.; Nowak, Robert D. 3 2004 TEMPLAR: a wavelet-based framework for pattern learning and analysis. Zbl 1369.68289Scott, Clayton; Nowak, Robert D. 2 2004 An EM algorithm for wavelet-based image restoration. Zbl 1279.94015Figueiredo, Mário A. T.; Nowak, Robert D. 113 2003 Boundary estimation in sensor networks: Theory and methods. Zbl 1027.68905Nowak, Robert; Mitra, Urbashi 4 2003 Wavelet-based image estimation: An empirical Bayes approach using Jeffrey’s noninformative prior. Zbl 1037.68775Figueiredo, Mário A. T.; Nowak, Robert D. 21 2001 A statistical multiscale framework for Poisson inverse problems. Zbl 0999.94004Nowak, Robert D.; Kolaczyk, Eric D. 15 2000 Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging. Zbl 0947.94005Timmermann, Klaus E.; Nowak, Robert D. 13 1999 Wavelet-based transformations for nonlinear signal processing. Zbl 1050.94506Nowak, Robert D.; Baraniuk, Richard G. 3 1999 Multiscale hidden Markov models for Bayesian image analysis. Zbl 0940.62091Nowak, Robert D. 3 1999 Efficient methods for identification of Volterra filter models. Zbl 0825.93911Nowak, Robert D.; Van Veen, Barry D. 3 1994 all cited Publications top 5 cited Publications 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 all top 5 Cited in 35 Fields 187 Numerical analysis (65-XX) 184 Operations research, mathematical programming (90-XX) 159 Information and communication theory, circuits (94-XX) 151 Statistics (62-XX) 99 Computer science (68-XX) 41 Calculus of variations and optimal control; optimization (49-XX) 33 Harmonic analysis on Euclidean spaces (42-XX) 30 Probability theory and stochastic processes (60-XX) 30 Systems theory; control (93-XX) 23 Biology and other natural sciences (92-XX) 13 Linear and multilinear algebra; matrix theory (15-XX) 8 Partial differential equations (35-XX) 8 Operator theory (47-XX) 6 Combinatorics (05-XX) 6 Approximations and expansions (41-XX) 4 Functional analysis (46-XX) 4 Convex and discrete geometry (52-XX) 4 Optics, electromagnetic theory (78-XX) 4 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 3 Integral equations (45-XX) 3 Geophysics (86-XX) 2 Special functions (33-XX) 2 Ordinary differential equations (34-XX) 2 Abstract harmonic analysis (43-XX) 2 Fluid mechanics (76-XX) 2 Quantum theory (81-XX) 2 Astronomy and astrophysics (85-XX) 1 Number theory (11-XX) 1 Measure and integration (28-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral transforms, operational calculus (44-XX) 1 Differential geometry (53-XX) 1 Mechanics of deformable solids (74-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) Citations by Year