| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Nikhil S. Rao, Ben Recht, Robert D. Nowak |
Universal Measurement Bounds for Structured Sparse Signal Recovery.  |
Journal of Machine Learning Research - Proceedings Track  |
2012 |
DBLP BibTeX RDF |
|
| 1 | Matthew Malloy, Robert D. Nowak |
Near-Optimal Compressive Binary Search |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Bing Leung Patrick Cheung, Robert D. Nowak, Hyong Chol Lee, Wim van Drongelen, Barry D. Van Veen |
Cross Validation for Selection of Cortical Interaction Models From Scalp EEG or MEG. |
IEEE Trans. Biomed. Engineering |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Laura Balzano, Robert Nowak |
High-Rank Matrix Completion. |
Journal of Machine Learning Research - Proceedings Track |
2012 |
DBLP BibTeX RDF |
|
| 1 | Jun-Ming Xu, Aniruddha Bhargava, Robert Nowak, Xiaojin Zhu |
Robust Spatio-Temporal Signal Recovery from Noisy Counts in Social Media |
CoRR |
2012 |
DBLP BibTeX RDF |
|
| 1 | Brian Eriksson, Gautam Dasarathy, Aarti Singh, Robert D. Nowak |
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities. |
Journal of Machine Learning Research - Proceedings Track |
2011 |
DBLP BibTeX RDF |
|
| 1 | Kevin G. Jamieson, Robert D. Nowak |
Active Ranking using Pairwise Comparisons |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Matthew Malloy, Robert D. Nowak |
Sequential Analysis in High Dimensional Multiple Testing and Sparse Recovery |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Matthew Malloy, Robert D. Nowak |
On the Limits of Sequential Testing in High Dimensions |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nikhil S. Rao, Robert D. Nowak, Stephen J. Wright, Nick G. Kingsbury |
Convex Approaches to Model Wavelet Sparsity Patterns |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Robert D. Nowak |
The Geometry of Generalized Binary Search. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nikhil S. Rao, Robert D. Nowak, Stephen J. Wright, Nick G. Kingsbury |
Convex approaches to model wavelet sparsity patterns. |
ICIP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Kevin G. Jamieson, Robert D. Nowak |
Active Ranking using Pairwise Comparisons. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Andrew K. Bolstad, Barry D. Van Veen, Robert Nowak |
Causal Network Inference Via Group Sparse Regularization. |
IEEE Transactions on Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jean-Luc Starck, Jalal Fadili, Michael Elad, Robert Nowak, Panagiotis Tsakalides |
Introduction to the issue on Adaptive Sparse Representation of Data and Applications in Signal and Image Processing. |
J. Sel. Topics Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Gautam Dasarathy, Aarti Singh, Robert Nowak |
Active Clustering: Robust and Efficient Hierarchical Clustering using Adaptively Selected Similarities |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Jiantao Jiao, Lin Zhang, Robert Nowak |
Minimax-Optimal Bounds for Detectors Based on Estimated Prior Probabilities |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Brian Eriksson, Laura Balzano, Robert Nowak |
High-Rank Matrix Completion and Subspace Clustering with Missing Data |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Brian Eriksson, Paul Barford, Joel Sommers, Robert Nowak |
Inferring Unseen Components of the Internet Core. |
IEEE Journal on Selected Areas in Communications |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Jarvis Haupt, Rui M. Castro, Robert Nowak |
Distilled Sensing: Adaptive Sampling for Sparse Detection and Estimation. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Balzano, Robert Nowak, Matthew Roughan |
On the success of network inference using a markov routing model. |
ICASSP |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Matthew Malloy, Robert Nowak |
Sequential analysis in high-dimensional multiple testing and sparse recovery. |
ISIT |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Paul Barford, Joel Sommers, Robert Nowak |
DomainImpute: Inferring unseen components in the Internet. |
INFOCOM |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Aarti Singh, Robert D. Nowak, A. Robert Calderbank |
Detecting Weak but Hierarchically-Structured Patterns in Networks. |
Journal of Machine Learning Research - Proceedings Track |
2010 |
DBLP BibTeX RDF |
|
| 1 | Aarti Singh, Robert D. Nowak, A. Robert Calderbank |
Detecting Weak but Hierarchically-Structured Patterns in Networks |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Andrew B. Goldberg, Xiaojin Zhu, Ben Recht, Jun-Ming Xu, Robert D. Nowak |
Transduction with Matrix Completion: Three Birds with One Stone. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Laura Balzano, Benjamin Recht, Robert Nowak |
High-Dimensional Matched Subspace Detection When Data are Missing |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Laura Balzano, Robert Nowak, Benjamin Recht |
Online Identification and Tracking of Subspaces from Highly Incomplete Information |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Jarvis Haupt, Waheed Uz Zaman Bajwa, Gil M. Raz, Robert Nowak |
Toeplitz Compressed Sensing Matrices With Applications to Sparse Channel Estimation. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Paul Barford, Joel Sommers, Robert Nowak |
A Learning-Based Approach for IP Geolocation. |
PAM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jarvis Haupt, Lorne Applebaum, Robert Nowak |
On the Restricted Isometry of deterministically subsampled Fourier matrices. |
CISS |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Balzano, Benjamin Recht, Robert Nowak |
High-dimensional Matched Subspace Detection when data are missing. |
ISIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Ankit Gupta, Robert Nowak, Benjamin Recht |
Sample complexity for 1-bit compressed sensing and sparse classification. |
ISIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Jarvis Haupt, Rui Castro, Robert Nowak |
Improved bounds for sparse recovery from adaptive measurements. |
ISIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Gautam Dasarathy, Paul Barford, Robert Nowak |
Toward the Practical Use of Network Tomography for Internet Topology Discovery. |
INFOCOM |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen J. Wright, Robert D. Nowak, Mário A. T. Figueiredo |
Sparse reconstruction by separable approximation. |
IEEE Transactions on Signal Processing |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert D. Nowak |
The Geometry of Generalized Binary Search |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Brian Eriksson, Paul Barford, Robert D. Nowak |
Estimating Hop Distance Between Arbitrary Host Pairs. |
INFOCOM |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert D. Nowak |
Noisy Generalized Binary Search. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Andrew B. Goldberg, Xiaojin Zhu, Aarti Singh, Zhiting Xu, Robert Nowak |
Multi-Manifold Semi-Supervised Learning. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jarvis Haupt, Rui Castro, Robert Nowak |
Distilled sensing: selective sampling for sparse signal recovery. |
Journal of Machine Learning Research - Proceedings Track |
2009 |
DBLP BibTeX RDF |
|
| 1 | Jared Doot, Kevin W. Eliceiri, Robert Nowak, Rebecca Willett |
Image Reconstruction of Multiphoton Microscopy Data. |
ISBI |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui M. Castro, Robert D. Nowak |
Minimax Bounds for Active Learning. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Rabbat, Mário A. T. Figueiredo, Robert D. Nowak |
Network Inference From Co-Occurrences. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Stephen J. Wright, Robert D. Nowak, Mário A. T. Figueiredo |
Sparse reconstruction by separable approximation. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Frederic Thouin, Mark Coates, Brian Eriksson, Robert D. Nowak, Clayton Scott |
Learning to satisfy. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Xiaojin Zhu, Andrew B. Goldberg, Michael Rabbat, Robert D. Nowak |
Learning Bigrams from Unigrams. |
ACL |
2008 |
DBLP BibTeX RDF |
|
| 1 | Waheed Uz Zaman Bajwa, Jarvis Haupt, Gil M. Raz, Robert D. Nowak |
Compressed channel sensing. |
CISS |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Aarti Singh, Robert D. Nowak, Xiaojin Zhu |
Unlabeled data: Now it helps, now it doesn't. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Robert Nowak |
Application to Estimate Haplotypes for Multiallelic Present-Absent Loci. |
Information Technologies in Biomedicine |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui M. Castro, Jarvis Haupt, Robert Nowak, Gil M. Raz |
Finding needles in noisy haystacks. |
ICASSP |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Paul Barford, Robert Nowak |
Network discovery from passive measurements. |
SIGCOMM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Aarti Singh, Robert Nowak, Clayton Scott |
Adaptive Hausdorff Estimation of Density Level Sets. |
COLT |
2008 |
DBLP BibTeX RDF |
|
| 1 | Rui M. Castro, Charles Kalish, Robert Nowak, Ruichen Qian, Timothy T. Rogers, Xiaojin Zhu |
Human Active Learning. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Zachary T. Harmany, Rebecca Willett, Aarti Singh, Robert Nowak |
Controlling the error in FMRI: Hypothesis testing or set estimation? |
ISBI |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Rebecca Willett, Robert D. Nowak |
Minimax Optimal Level-Set Estimation. |
IEEE Transactions on Image Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Mário A. T. Figueiredo, José M. Bioucas-Dias, Robert D. Nowak |
Majorization-Minimization Algorithms for Wavelet-Based Image Restoration. |
IEEE Transactions on Image Processing |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Rebecca Willett, Robert D. Nowak |
Multiscale Poisson Intensity and Density Estimation. |
IEEE Transactions on Information Theory |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael G. Rabbat, Mário A. T. Figueiredo, Robert D. Nowak |
Genomic Network Tomography. |
ICASSP |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Rui Castro, Robert D. Nowak |
Minimax Bounds for Active Learning. |
COLT |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Andrew K. Bolstad, Barry D. Van Veen, Robert D. Nowak |
Space-Time Sparsity Regularization for the Magnetoencephalography Inverse Problem. |
ISBI |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Waheed Uz Zaman Bajwa, Jarvis Haupt, Akbar M. Sayeed, Robert Nowak |
Joint Source-Channel Communication for Distributed Estimation in Sensor Networks. |
IEEE Transactions on Information Theory |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Laura Balzano, Robert Nowak |
Blind calibration of sensor networks. |
IPSN |
2007 |
DBLP DOI BibTeX RDF |
sensor networks, sampling, calibration |
| 1 | Brian Eriksson, Paul Barford, Robert Nowak, Mark Crovella |
Learning network structure from passive measurements. |
Internet Measurement Comference |
2007 |
DBLP DOI BibTeX RDF |
measurement, topology, embedding, inference, imputation |
| 1 | Brian Eriksson, Robert Nowak |
A Decision-Theoretic Approach to Transillumination Imaging in Biological Mediums. |
ISBI |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
Learning Minimum Volume Sets. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
Robust Contour Matching Via the Order-Preserving Assignment Problem. |
IEEE Transactions on Image Processing |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Rabbat, Mark Coates, Robert D. Nowak |
Multiple-Source Internet Tomography. |
IEEE Journal on Selected Areas in Communications |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Jarvis Haupt, Robert D. Nowak |
Signal Reconstruction From Noisy Random Projections. |
IEEE Transactions on Information Theory |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
Minimax-optimal classification with dyadic decision trees. |
IEEE Transactions on Information Theory |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Mário A. T. Figueiredo, José M. Bioucas-Dias, João P. Oliveira, Robert D. Nowak |
On Total Variation Denoising: A New Majorization-Minimization Algorithm and an Experimental Comparisonwith Wavalet Denoising. |
ICIP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Rabbat, Jarvis Haupt, Aarti Singh, Robert D. Nowak |
Decentralized compression and predistribution via randomized gossiping. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
decentralized compression, predistribution in sensor networks, random projections |
| 1 | Waheed Uz Zaman Bajwa, Jarvis Haupt, Akbar M. Sayeed, Robert D. Nowak |
Compressive wireless sensing. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
compressive sampling, uncoded communications, wireless sensor networks |
| 1 | Michael Rabbat, Mário A. T. Figueiredo, Robert D. Nowak |
Inferring Network Structure from Co-Occurrences. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Michael Rabbat, Mário A. T. Figueiredo, Robert Nowak |
Network Inference from Co-Occurrences |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Jarvis Haupt, Robert Nowak |
Compressive Sampling Vs. Conventional Imaging. |
ICIP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Brian Eriksson, Robert Nowak |
Maximum Likelihood Methods for Time-Resolved Imaging Through Turbid Media. |
ICIP |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Aarti Singh, Robert Nowak, Parameswaran Ramanathan |
Active learning for adaptive mobile sensing networks. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
sensor networks, active learning, path planning, mobile sensors, adaptive sampling |
| 1 | Michael Rabbat, Robert D. Nowak |
Quantized incremental algorithms for distributed optimization. |
IEEE Journal on Selected Areas in Communications |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
A Neyman-Pearson approach to statistical learning. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Mário A. T. Figueiredo, Robert D. Nowak |
A bound optimization approach to wavelet-based image deconvolution. |
ICIP |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Waheed Uz Zaman Bajwa, Akbar M. Sayeed, Robert D. Nowak |
Matched source-channel communication for field estimation in wireless sensor networks. |
IPSN |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
Learning Minimum Volume Sets. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Rui Castro, Rebecca Willett, Robert Nowak |
Faster Rates in Regression via Active Learning. |
NIPS |
2005 |
DBLP BibTeX RDF |
|
| 1 | Rui M. Castro, Mark Coates, Robert D. Nowak |
Likelihood based hierarchical clustering. |
IEEE Transactions on Signal Processing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Clayton Scott, Robert D. Nowak |
TEMPLAR: a wavelet-based framework for pattern learning and analysis. |
IEEE Transactions on Signal Processing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Michael Rabbat, Robert D. Nowak, Mark Coates |
Multiple Source, Multiple Destination Network Tomography. |
INFOCOM |
2004 |
DBLP BibTeX RDF |
|
| 1 | Michael Rabbat, Robert D. Nowak |
Distributed optimization in sensor networks. |
IPSN |
2004 |
DBLP DOI BibTeX RDF |
energy-accuracy tradeoff, incremental subgradient methods, distributed optimization |
| 1 | Yolanda Tsang, Mehmet Can Yildiz, Paul Barford, Robert D. Nowak |
Network radar: tomography from round trip time measurements. |
Internet Measurement Conference |
2004 |
DBLP DOI BibTeX RDF |
loss measurement, network measurement and monitoring, performance, network tomography, delay measurement |
| 1 | Meir Feder, Mário A. T. Figueiredo, Alfred O. Hero III, Chin-Hui Lee, Hans-Andrea Loeliger, Robert Nowak, Andrew C. Singer, Bin Yu |
Guest Editorial: Special Issue on Machine Learning Methods in Signal Processing. |
IEEE Transactions on Signal Processing |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert Nowak, Urbashi Mitra, Rebecca Willett |
Estimating inhomogeneous fields using wireless sensor networks. |
IEEE Journal on Selected Areas in Communications |
2004 |
DBLP DOI BibTeX RDF |
|
| 1 | Rebecca Willett, Aline Martin, Robert Nowak |
Backcasting: adaptive sampling for sensor networks. |
IPSN |
2004 |
DBLP DOI BibTeX RDF |
field estimation, hierarchical communication, multiscale analysis, energy constraints |
| 1 | Clayton Scott, Robert Nowak |
On the Adaptive Properties of Decision Trees. |
NIPS |
2004 |
DBLP BibTeX RDF |
|
| 1 | Rebecca Willett, Robert Nowak |
Fast Multiresolution Photon-Limited Image Reconstruction. |
ISBI |
2004 |
DBLP BibTeX RDF |
|
| 1 | Yolanda Tsang, Mark Coates, Robert D. Nowak |
Network delay tomography. |
IEEE Transactions on Signal Processing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Robert D. Nowak |
Distributed EM algorithms for density estimation and clustering in sensor networks. |
IEEE Transactions on Signal Processing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | Mário A. T. Figueiredo, Robert D. Nowak |
An EM algorithm for wavelet-based image restoration. |
IEEE Transactions on Image Processing |
2003 |
DBLP DOI BibTeX RDF |
|
| 1 | R. Wagner, Robert D. Nowak, Richard G. Baraniuk |
Distributed image compression for sensor networks using correspondence analysis and super-resolution. |
ICIP |
2003 |
DBLP BibTeX RDF |
|
| 1 | Mark Coates, Michael Rabbat, Robert D. Nowak |
Merging logical topologies using end-to-end measurements. |
Internet Measurement Comference |
2003 |
DBLP DOI BibTeX RDF |
multiple-source network tomography, packet arrival order, network tomography, topology discovery, end-to-end measurement |
| 1 | Rebecca Willett, Robert Nowak |
Platelets: A Multiscale Approach for Recovering Edges and Surfaces in Photon LimitedMedical Imaging. |
IEEE Trans. Med. Imaging |
2003 |
DBLP DOI BibTeX RDF |
|
![[Valid RSS]](Pics/valid-rss.png "Validate my RSS feed")