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                Robert D. Nowak

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2018

[Text if no grafic] Concentration Inequalities for the Empirical Distribution
     with J. Mardia, J. Jiao, E. Tánczos, and T. Weissman

[Text if no grafic] Scalable Sparse Subspace Clustering via OWL
     with U. Oswal

[Text if no grafic] Tensor Methods for Nonlinear Matrix Completion
     with G. Ongie, L. Balzano, D. Pimentel, and R. Willettt

[Text if no grafic] Teacher Improves Learning by Selecting a Training Set
     with Y. Ma, P. Rigollet, X Zhang, and X. Zhu

[Text if no grafic] TimeWeaver: Opportunistic One Way Delay Measurement via NTP
     with R. Durairajan, S. Mani, P. Barford, and J. Sommers

[Text if no grafic] Adaptive Sampling for Clustered Ranking
     with S. Katariya, L. Jain, N. Sengupta, and J. Evans

2017

[Text if no grafic] A KL-LUCB Algorithm for Large-Scale Crowdsourcing
     with E. Tanczos and R. Mankoff

[Text if no grafic] Learning Low-Dimensional Metrics
     with L. Jain and B. Mason

[Text if no grafic] Low Algebraic Dimension Matrix Completion
     with D. Pimentel, G. Ongie, L. Balzano, and R. Willett

[Text if no grafic] Scalable GLM Bandits
     with K-S. Jun, A. Bhargava, and R. Willettt 

[Text if no grafic] Mixture Regression as Subspace Clustering
     with D. Pimentel, L. Balzano, R. Marcia, and R. Willett

[Text if no grafic] Algebraic Variety Models for Matrix Completion
     with G. Ongie, R. Willett, and L. Balzano

[Text if no grafic] Random Consensus Robust PCA
     with D. Pimentel-Alarcon

[Text if no grafic] Active PSD Matrix Completion
     with A. Bhargava and R. Ganti

[Text if no grafic] Graph-Based Active Learning
     with K-S. Jun

[Text if no grafic] Online Learning of High Dimensional Single-index Models
     with R. Ganti, N. Rao, L. Balzano, and R. Willett

2016

[Text if no grafic] Finite Sample Recovery Bounds for Ordinal Embedding
     with L. Jain and K. Jamieson

[Text if no grafic] How to Model Implicit Knowledge? Visual Similarity Learning
     with M. Rau and B. Mason

[Text if no grafic] Group-Sparse Subspace Clustering with Missing Data
     with D. Pimental, L. Balzano, R. Marcia, and R. Willett

[Text if no grafic] A Converse to Low-Rank Matrix Completion
     with D. Pimental

[Text if no grafic] Sampling Requirements of Subspace Clustering with Missing data
     with D. Pimental

[Text if no grafic] Representational Similarity Learning and Brain Networks
     with U. Oswal, C. Cox. M. Lambdon Ralph, and T. Rogers

[Text if no grafic] Anytime Exploration for Multi-armed Bandits
     with K-S. Jun

[Text if no grafic] Top Arm Identification in Multi-Armed Bandits with Batch Pulls
     with K-S. Jun, K. Jamieson, and X. Zhu

[Text if no grafic] Ordered Weighted L1 Regularized Regression
     with M. Figueiredo

2015

[Text if no grafic] NEXT: A System for Real-World Active Learning
     with K. Jamieson, L. Jain, C. Fernandez, and N. Glattard

[Text if no grafic] An Efficient Algorithm for Graph-based Active Learning
     with G. Dasarathy and X. Zhu

[Text if no grafic] Learning Single-Index Models in High Dimensions
     with R. Sastry, N. Rao, and R. Willett

[Text if no grafic] Deterministic Sampling Patterns for Low-Rank Matrix Completion
     with D. Pimentel and N. Boston

[Text if no grafic] Sparse Dueling Bandits
     with K. Jamieson, S. Katariya and A. Deshpande

2014

[Text if no grafic] Sparse Estimation with Strongly Correlated Variables
     M. Figueiredo and R. Nowak

[Text if no grafic] Data Requirement for Phylogenetic Inference from Multiple Loci
     G. Dasarathy, R. Nowak, and S. Roch

[Text if no grafic] On the Sample Complexity of Subspace Clustering with Missing Data
     D. Pimentel, R. Nowak, and L. Balzano

[Text if no grafic] Best-arm Identification Algorithms for Multi-Armed Bandits
     K. Jamieson and R. Nowak

[Text if no grafic] Classification with the Sparse Overlapping Group Lasso
     N. Rao, C. Cox, T. Rogers and R. Nowak

2013

[Text if no grafic] lil' UCB: An Optimal Exploration Algorithm for Multi-Armed Bandits
     K. Jamieson, M. Malloy, S. Bubeck and R. Nowak

[Text if no grafic] Sparse Overlapping Sets Lasso for Multitask Learning and fMRI
     N. Rao, C. Cox, T. Rogers and R. Nowak

[Text if no grafic] On Finding the Largest Mean Among Many
     K. Jamieson, M. Malloy, S. Bubeck and R. Nowak

[Text if no grafic] Near-optimal Adaptive Compressed Sensing
     M. Malloy and R. Nowak

[Text if no grafic] Sketching Sparse Matrices
     G. Dasarathy, P. Shah, B. Bhaskar and R. Nowak

[Text if no grafic] A Junction Tree Framework for Undirected Graphical Model Selection
     D. Vats and R. Nowak

2012

[Text if no grafic] The Sample Complexity of Search over Multiple Populations
     M. Malloy, G. Tang and R. Nowak, submitted to IEEE Info. Th.

[Text if no grafic] Query Complexity of Derivative-Free Optimization
     K. Jamieson, R. Nowak and B. Recht, NIPS 2012

[Text if no grafic] Learning the Interference Graph of a Wireless Network
     J. Yang, S. Draper, and R. Nowak, submitted to IEEE Info. Th.

[Text if no grafic] Signal Recovery in Unions of Subspaces
     N. Rao, B. Recht, and R. Nowak, submitted to IEEE TSP

[Text if no grafic] Socioscope: Spatio-Temporal Signal Recovery from Social Media   
     J-M. Xu, A. Bhargava, R. Nowak and X. Zhu, ECML PKDD 2012,
     Best paper in knowledge discovery

[Text if no grafic] Sequentially Designed Compressed Sensing
     J. Haupt, R. Baraniuk, R. Castro and R. Nowak, IEEE SSP 2012

[Text if no grafic] Near-Optimal Compressive Binary Search
     M. Malloy and R. Nowak, Asilomar Conference 2012

[Text if no grafic] Minimax-Optimal Detectors Based on Estimated Prior Probabilities
     J. Jiao, L. Zhang, and R. Nowak, IEEE Info. Th.

[Text if no grafic] Cross Validation for Cortical Interaction Models in EEG or MEG
     P. Cheung, R. Nowak, H. Lee, W. van Drongelen and B. Van Veen,
    IEEE Trans. Biomedical Engineering

[Text if no grafic] Sequential Testing for Sparse Recovery
     M. Malloy and R. Nowak, submitted to IEEE Trans. Info. Th.

2011

[Text if no grafic] High Rank Matrix Completion and Subspace Clustering with Missing Data
     B. Eriksson, L. Balzano, and R. Nowak, AISTATS 2012

[Text if no grafic] Active Ranking using Pairwise Comparisons
     K. Jamieson and R. Nowak, NIPS 2011

[Text if no grafic] Active Ranking in Practice
     K. Jamieson and R. Nowak, NIPS Workshop 2011

[Text if no grafic] On the Limits of Sequential Testing in High Dimensions
     M. Mally and R. Nowak, Asilomar Conference 2011
     1st Place Best Student Paper

[Text if no grafic] Sequential Analysis in High-Dimensional Multiple Testing
     M. Malloy and R. Nowak, ISIT 2011

[Text if no grafic] DomainImpute: Inferring Unseen Components in the Internet
     B. Eriksson, P. Barford, J. Sommers and R. Nowak, INFOCOM 2011

[Text if no grafic] Low-Dimensional Embedding using Adaptive Ordinal Data
     K. Jamieson and R. Nowak, Allerton Conference 2011

[Text if no grafic] Empirical Comparison of Full-Wavform Lidar Algorithms
     C. Parrish, I. Jeong, R. Nowak, and R. Smith
     Photogrammetric Engineering and Remote Sensing 2011

[Text if no grafic] Universal Measurement Bounds for Structured Sparse Signal Recovery
     N. Rao, R. Nowak and B. Recht, AISTATS 2012

[Text if no grafic] Convex approaches to model wavelet sparsity patterns
     N. Rao, N. Kingsbury, S. Wright and R. Nowak, IEEE ICIP 2011
     1st prize, Best Student Paper Award

[Text if no grafic] On the Success of Network Inference using a Markov Routing Model
     L. Balzano, R. Nowak, M. Roughan, IEEE ICASSP 2011

[Text if no grafic] Active Clustering, B. Eriksson, G. Dasarathy, A. Singh and R. Nowak  
     AISTATS 2011. CODE: MATLAB code is available here

2010

[Text if no grafic] Using Machines to Improve Human Saliency Detection,
     N. Rao, J. Harrison, T. Karrels, R. Nowak and T. Rogers, Asilomar 2010.

[Text if no grafic] Causal Network Inference via Group Sparsity Regularization,
     A. Bolstad, B. Van Veen and R. Nowak, IEEE Trans. SP 2011

[Text if no grafic] Adaptive Sensing for Sparse Recovery, J. Haupt and R. Nowak,
     chapter in Compressed Sensing: Theory and Applications

[Text if no grafic] Transduction with Matrix Completion: Three Birds with One Stone,
     A. Goldberg, X. Zhu,  B. Recht, J. Xu, and R. Nowak, NIPS 2010.

[Text if no grafic] Sparse Interactions: Identifying High-Dimensional Multilinear Systems,
     B. Nazer and R. Nowak, Allerton 2010.

[Text if no grafic] Online Identification and Tracking of Subspaces,
     L. Balzano, R. Nowak and B. Recht, Allerton 2010.
     CODE: MATLAB code is available here

[Text if no grafic] Sample Complexity for 1-bit Compressed Sensing,
     A. Gupta, B. Recht and R. Nowak, ISIT 2010.

[Text if no grafic] Detecting Weak but Hierarchically-Structured Patterns in Networks,
     A. Singh, R. Calderbank and R. Nowak, AISTATS 2010.

[Text if no grafic] Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation, 
     J. Haupt, R. Castro and R. Nowak, IEEE Trans. Info. Th. 2011

[Text if no grafic] High Dimensional Matched Subspace Detection When Data are Missing,
     L. Balzano, B. Recht and R. Nowak, ISIT 2010
     CODE: MATLAB code is available here

[Text if no grafic] A Learning-Based Approach to IP Geolocation,
     B. Eriksson, P. Barford, J. Sommers and R. Nowak, PAM 2010.

[Text if no grafic] Toward the Practical Use of Network Tomography,
     B. Eriksson, G. Dasarathy, P. Barford and R. Nowak, Infocom 2010.

2009

[Text if no grafic] Compressive Distilled Sensing, J. Haupt, R. Baraniuk, R. Castro and R. Nowak, Asilomar 2009.

[Text if no grafic] Active Sensing, R. Castro and R. Nowak.

[Text if no grafic] The Geometry of Generalized Binary Search

[Text if no grafic] A Restricted Isometry Property for Structurally-Subsampled Unitary Matrices, W. Bajwa, A. Sayeed and R. Nowak, Allerton 2009.

[Text if no grafic] Distilled Sensing: Selective Sensing for Sparse Signal Recovery, J. Haupt, R. Castro and R. Nowak, AISTATS 2009.

[Text if no grafic] Compressed Channel Sensing, W. Bajwa, J. Haupt, A. Sayeed, R. Nowak, Proc. IEEE, submitted 2009.

[Text if no grafic] Estimating Hop Distance Between Arbitrary Host Pairs, B. Eriksson, P. Barford, R. Nowak, IEEE Infocom 2009.

[Text if no grafic] Multi-Manifold Semi-Supervised Learning, A. Goldberg, X. Zhu, A. Singh, Z. Xu and R. Nowak, AISTATS 2009.

2008

[Text if no grafic] Generalized Binary Search, Allerton 2008.

[Text if no grafic] Learning Sparse Doubly-Selective Channels, W. Bajwa, A. Sayeed and R. Nowak, Allerton 2008 (extended tech report here).

[Text if no grafic] An Improved Approach to Lidar Airport Obstruction Surveying Using Full-Waveform Data, C. Parrish and R. Nowak, J. Surveying Engr. 2008.

[Text if no grafic] Unlabeled data: Now it helps, now it doesn't, A. Singh, X. Zhu and R. Nowak, NIPS 2008 (extended tech report here).

[Text if no grafic] Human Active Learning, R. Castro, C. Kalish, R. Nowak, R. Qian, T. Rogers and X. Zhu, NIPS 2008.

[Text if no grafic] Toeplitz Compressed Sensing Matrices with Applications to Sparse Channel Estimation, J. Haupt, W. Bajwa, G. Raz and R. Nowak, submitted.

[Text if no grafic] Network Discovery from Passive Measurement, B. Eriksson, P. Barford and R. Nowak, ACM SIGCOMM '08.
 
[Text if no grafic] Learning Bigrams from Unigrams, X. Zhu, A. Goldberg, M. Rabbat and R. Nowak, ACL '08.
 
[Text if no grafic] Controlling the Error in fMRI: Hypothesis Testing or Set Estimation?, Z. Harmany, R. Willett, A. Singh and R. Nowak, ISBI '08.
 
[Text if no grafic] Finding Needles in Noisy Haystacks, J. Haupt, R. Castro, and R. Nowak, ICASSP '08.
 
[Text if no grafic] Sparse Reconstruction by Separable Approximation, S. Wright, R. Nowak and M. Figueiredo, submitted to IEEE TSP.
 
[Text if no grafic] Learning to Satisfy, F. Thouin, M. Coates, B. Erikkson, R. Nowak, and C.Scott, ICASSP '08.

[Text if no grafic] Compressed Channel Sensing, W. Bajwa, J. Haupt, G. Raz and R. Nowak,  CISS '08.
[Text if no grafic] Space-Time Sparse Reconstruction for Magneto-/Electroencephalography, A. Bolstad, B. Van Veen and R. Nowak, submitted to NeuroImage.


2007
 
[Text if no grafic] Compressed Sensing for Networked Data, J. Haupt, W. Bajwa, M. Rabbat, and R. Nowak, to appear in the IEEE Signal Processing Magazine.
 
[Text if no grafic] Learning Network Structure from Passive Measurements, B. Eriksson, P.  Barford, R. Nowak and M. Crovella, IMC '07.

[Text if no grafic] Characterizing decoding robustness under parametric channel uncertainty, J. Wierer, W. Bajwa, N. Boston and R. Nowak, Allerton '07.
 
[Text if no grafic] Adaptive Hausdorff Estimation of Density Level Sets, A. Singh, C. Scott and R. Nowak, submitted to the Annals of Statistics..
 
[Text if no grafic] Toeplitz-Structured Compressed Sensing Matrices, W. Bajwa, J. Haupt, G. Raz, S. Wright and R. Nowak, IEEE SSP 2007 Workshop.
 
[Text if no grafic] Joint Source-Channel Communication for Distributed Estimation in Sensor Networks, W. Bajwa, J. Haupt, A. Sayeed and R. Nowak,
     to appear in IEEE Trans. Info. Th.
 
[Text if no grafic] Minimax Bounds for Active Learning, R. Castro and  R. Nowak, submitted to IEEE Trans. Info. Th.,
     shorter version appeared at COLT 2007 (COLT paper, Errata)
 
[Text if no grafic] Blind Calibration of Sensor Networks, L. Balzano and  R. Nowak, to appear at IPSN 2007.
    (extended version, UCLA Technical Report )
 
[Text if no grafic] Gradient Projection for Sparse Reconstruction: Applications to Compressed Sensing and Other Inverse Problems,
     M. Figueiredo, R. Nowak and S. Wright.  CODE: MATLAB code is available here
 
[Text if no grafic] Genomic Network Tomography, M. Rabbat, M. Figueiredo and R. Nowak, to appear at ICASSP 2007.
 
[Text if no grafic] Majorization-Minimization Algorithms for Wavelet-Based Image Restoration, M. Figueiredo, J. Bioucas-Dias, and R. Nowak.
 
2006
 
[Text if no grafic] Upper and Lower Bounds for Active Learning, R. Castro, and R. Nowak,
     in Proceedings of the 44th Annual Allerton Conference on Communication, Control and Computing, 2006.
 
[Text if no grafic] Network Inference from Co-Occurrences, M. Rabbat, M. Figueiredo, and R. Nowak, submitted to the IEEE Transactions on Information Theory
    (extended version, UW-Madison Technical Report ECE-06-2)
 
[Text if no grafic] de Novo signaling pathway reconstruction from multiple data sources, D. Zhu, M. Rabbat, A. O. Hero, R. Nowak, M. Figuieredo,
     in New research on signal transduction, Ed. F. Columbus , Nova Publishing, 2006.
 
[Text if no grafic] Multiple Source Internet Tomography, M. Rabbat, M. Coates, and R. Nowak,  IEEE Journal on Selected Areas in Communications.

[Text if no grafic] Compressed Sensing vs. Active Learning, R. Castro, J. Jaupt and  R. Nowak, ICASSP 2006, Toulouse, France.

 [Text if no grafic] Minimax Optimal Level Set Estimation, R. Willett and R. Nowak, submitted to IEEE Transactions on Image Processing.
 
[Text if no grafic] Compressive Wireless Sensing, W. Bajwa, J. Haupt, A Sayeed, and R. Nowak, IPSN 2006, Nashville, TN.

[Text if no grafic] Decentralized Compression and Predistribution via Randomized Gossip, M. Rabbat, J. Haupt, A. Singh, and R. Nowak, , IPSN 2006, Nashville, TN.
  
[Text if no grafic] Active Learning for Adaptive Mobile Sensing Networks, A. Singh, R. Nowak and P. Ramanathan, , IPSN 2006, Nashville, TN.

2005

[Text if no grafic] Learning Minimum Volume Sets, C. Scott and R. Nowak, to appear in JMLR (also see UW-Madison Technical Report ECE-05-02). 
     Shorter conference paper, Neural Information Processing Systems (NIPS) 2005. 

[Text if no grafic] Faster Rates in Regression via Active Learning, R. Castro, R. Willett and R. Nowak, University of Wisconsin Technical Report ECE-05-03.    
     Shorter conference paper, Neural Information Processing Systems (NIPS) 2005.

[Text if no grafic] Signal Reconstruction from Noisy Random Projections, J. Haupt and R. Nowak, to appear in IEEE Trans. Info. Theory.
     Shorter conference paper, IEEE Statistical Signal Processing Workshop, Bordeaux, France, July 2005.

[Text if no grafic] Robust Contour Matching via the Order Preserving Assignment Problem, C. Scott and R. Nowak, to appear in IEEE Trans. on Image Processing..

[Text if no grafic] Matched Source-Channel Communication for Field Estimation in Wireless Sensor Networks, W. Bajwa, A. Sayeed and R. Nowak, IPSN 2005, Los Angeles, CA

[Text if no grafic] Multiscale Poisson Intensity and Density Estimation, R. Willett and R. Nowak, submitted to IEEE Trans. Info. Theory.

2004

 [Text if no grafic] Network Tomography: Recent Developments, R. Castro, M. Coates, G. Liang, R. Nowak, B. Yu, Statistical Science, 2004.

[Text if no grafic] Minimax-Optimal Classification with Dyadic Decision Trees, C. Scott and R. Nowak.

[Text if no grafic] A Neyman-Pearson Approach to Statistical Learning, C. Scott and R. Nowak.

[Text if no grafic] Quantized Incremental Algorithms for Distributed Optimization, M. Rabbat and R. Nowak, to appear in JSAC Distributed Collaborative Sensor Networks.

[Text if no grafic] Network Radar: Tomography from Round Trip Time Measurements, Y. Tsang, M. Yildiz, P. Barford and R. Nowak, ACM IMC, October, 2004 .

[Text if no grafic] Backcasting: Adaptive Sampling for Sensor Networks, R. Willett, A. Martin, and R. Nowak, IPSN 2004, Berkeley, CA.

[Text if no grafic] Likelihood Based Hierarchical Clustering, R. Castro and R. Nowak, IEEE Transactions on Signal Processing, 2004.

[Text if no grafic] Distributed Optimization in Sensor Networks, M. Rabbat and R. Nowak, IPSN 2004, Berkeley, CA.

[Text if no grafic] Multiple Source, Multiple Destination Network Tomography, M. Rabbat, M. Coates, and R. Nowak, IEEE Infocom, 2004.

[Text if no grafic] Estimating Inhomogeneous Fields Using Wireless Sensor Networks, R. Nowak, U. Mitra, and R. Willett, IEEE Journal on Selected Areas in Communications, 2004.

[Text if no grafic] TEMPLAR: A Wavelet-Based Framework for Pattern Learning and Analysis, C. Scott and R. Nowak, IEEE Transactions on Signal Processing, 2004.

2003

[Text if no grafic] Near-Minimax Optimal Classification with Dyadic Classification Trees, C. Scott and R. Nowak, Neural Information Processing Systems (NIPS), 2003.

[Text if no grafic] Multiscale Density Estimation, R. Willett and R. Nowak, Rice University Technical Report TREE 0303.

[Text if no grafic] Multiscale Generalized Linear Models for Nonparametric Function Estimation, E. Kolaczyk and R. Nowak, submitted to Biometrika, 2003.

[Text if no grafic] Network Delay Tomography, Y. Tsang, M. Coates, and R. Nowak, to appear in IEEE Transactions on Signal Processing, Special Issue on Signal Processing in Networking, 2003.

[Text if no grafic] Distributed EM Algorithms for Density Estimation and Clustering in Sensor Networks, R. Nowak, to appear in IEEE Transactions on Signal Processing, Special Issue on Signal Processing in Networking, 2003.

[Text if no grafic] An EM Algorithm for Wavelet-Based Image Restoration, M. Figueiredo and R. Nowak, IEEE Transactions on Image Processing, vol.12, no.8, pp. 906-916, August 2003.

2002

[Text if no grafic] Multiscale Likelihood Analysis and Complexity Penalized Estimation, E. D. Kolaczyk and R. D. Nowak, to appear in the Annals of Statistics, 2003.

[Text if no grafic] Dyadic Classification Trees via Structural Risk Minimization, C. Scott and R. Nowak, Neural Information Processing Systems 2002.

[Text if no grafic] Multiresolution nonparametric intensity and density estimation, Willett, R.M.; Nowak, R.D., 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing, Volume: 2 , 2002 Page(s): 1493 -1496

[Text if no grafic] Maximum Likelihood Network Topology Identification from Edge-Based Unicast Measurements, M. Coates, R. Castro and R. Nowak, to appear in ACM Sigmetric 2002, Marina Del Rey, California, June 2002.

[Text if no grafic] Internet Tomography, M. Coates, A. Hero, R. Nowak and B. Yu, in IEEE Signal Processing Magazine, May 2002.

2001

[Text if no grafic] Wavelet-based image estimation: an empirical Bayes approach using Jeffrey's noninformative prior , Figueiredo, M.A.T.; Nowak, R.D. IEEE Transactions on Image Processing, Volume: 10 Issue: 9 , Sept. 2001 Page(s): 1322 -1331

[Text if no grafic] Unicast Network Tomography Using the EM Algorithm , R. Nowak and M. Coates, submitted to IEEE Transactions on Information Theory, December 2001.

[Text if no grafic] Nonparametric Estimation of Internal Delay Densities from Unicast End-to-end Measurement , M. Coates, R. Nowak and Y. Tsang, Technical Report TREE0106, Department of Electrical and Computer Engineering, Rice University, Oct, 2001.

[Text if no grafic] Platelets: A Multiscale Approach for Recovering Edges and Surfaces in Photon Limited Medical Imaging, R. Willett and R. Nowak, submitted to the IEEE Transactions on Medical Imaging, September 2001.

[Text if no grafic] Sequential Monte Carlo Inference of Internal Delays in Nonstationary Communication Networks, M. Coates and R. Nowak, IEEE Transactions on Signal Processing, Volume: 50 Issue: 2 , Feb. 2002 Page(s): 366 -376

[Text if no grafic] Template learning from atomic representations: A wavelet-based approach to pattern analysis, C. Scott and R. D. Nowak, Second International Workshop on Statistical and Computational Theories of Vision -- Modeling, Learning, Computing, and Sampling, Vancouver, Canada, July 13, 2001.

2000

[Text if no grafic] A Multiresolution Theory for Likelihoods: Theory and Methods, E. D. Kolaczyk and R. D. Nowak, Rice University Technical Report TREE0006, November 2000.

[Text if no grafic] A Statistical Multiscale Framework for Poisson Inverse Problems, R. D. Nowak and E. D. Kolaczyk, IEEE Information Theory, August 2000.

[Text if no grafic] Network Inference from Passive Unicast Measurements, Mark Coates and Robert Nowak, Rice University, ECE Department Technical Report TR-0002.

1999

[Text if no grafic] Multiscale Hidden Markov Models for Bayesian Image Analysis, R. D. Nowak, in Bayesian Inference in Wavelet Based Models.

[Text if no grafic] Wavelet-based Rician noise removal for magnetic resonance imaging , Nowak, R.D., IEEE Transactions on Image Processing, Volume: 8 Issue: 10 , Oct. 1999 Page(s): 1408 -1419

[Text if no grafic] Wavelet-domain filtering for photon imaging systems , Nowak, R.D.; Baraniuk, R.G., IEEE Transactions on Image Processing, Volume: 8 Issue: 5 , May 1999 Page(s): 666 -678

[Text if no grafic] Wavelet-based transformations for nonlinear signal processing , Nowak, R.D.; Baraniuk, R.G., IEEE Transactions on Signal Processing, Volume: 47 Issue: 7 , July 1999 Page(s): 1852 -1865

[Text if no grafic] Generalized likelihood ratio detection for fMRI using complex data , Nan, F.Y.; Nowak, R.D., IEEE Transactions on Medical Imaging, Volume: 18 Issue: 4 , April 1999 Page(s): 320 -329

[Text if no grafic] Multiscale modeling and estimation of Poisson processes with application to photon-limited imaging, Timmermann, K.E.; Nowak, R.D., IEEE Transactions on Information Theory, Volume: 45 Issue: 3 , April 1999 Page(s): 846 -862

1998

[Text if no grafic] Weighted Highpass Filters Using Multiscale Analysis, R. D. Nowak and R. G. Baraniuk, appeared in IEEE Transactions on Image Processing.

[Text if no grafic] Wavelet-Based Statistical Signal Processing Using Hidden Markov Models, M. S. Crouse, R. D. Nowak and R. G. Baraniuk, appeared in IEEE Transactions on Signal Processing.

[Text if no grafic] Wavelet-Based Transformations for Nonlinear Signal Processing, R. D. Nowak and R. G. Baraniuk, appeared in IEEE Transactions on Signal Processing.

1997

[Text if no grafic]Optimal Signal Estimation Using Cross-Validation, R. D. Nowak, IEEE Signal Processing Letters, vol. 4, no. 1, January 1997.