☰

David P. Wipf, Ph.D. - Publications

Affiliations: 
2006 University of California, San Diego, La Jolla, CA 
Area:
Electronics and Electrical Engineering, Artificial Intelligence, Statistics, Biomedical Engineering
Tree Info Similar researchers PubMed Report error

21 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2023 Wang W, Qi F, Wipf D, Cai C, Yu T, Li Y, Yu Z, Wu W. Sparse Bayesian Learning for End-to-End EEG Decoding. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 37506000 DOI: 10.1109/TPAMI.2023.3299568  0.323
2019 Fan Q, Yang J, Wipf D, Chen B, Tong X. Image smoothing via unsupervised learning Acm Transactions On Graphics. 37: 259. DOI: 10.1145/3272127.3275081  0.366
2018 Xin B, Wang Y, Gao W, Wipf D. Building Invariances Into Sparse Subspace Clustering Ieee Transactions On Signal Processing. 66: 449-462. DOI: 10.1109/Tsp.2017.2762279  0.38
2018 Wang Y, Dai B, Hua G, Aston J, Wipf D. Recurrent Variational Autoencoders for Learning Nonlinear Generative Models in the Presence of Outliers Ieee Journal of Selected Topics in Signal Processing. 12: 1615-1627. DOI: 10.1109/Jstsp.2018.2876995  0.401
2016 Chen D, Cao X, Wipf D, Wen F, Sun J. An Efficient Joint Formulation for Bayesian Face Verification. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 26915111 DOI: 10.1109/Tpami.2016.2533383  0.398
2016 Shi T, Agostinelli F, Staib M, Wipf D, Moscibroda T. Improving survey aggregation with sparsely represented signals Proceedings of the Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 13: 1845-1854. DOI: 10.1145/2939672.2939876  0.3
2016 Chen W, Wipf D, Wang Y, Liu Y, Wassell IJ. Simultaneous Bayesian Sparse Approximation With Structured Sparse Models Ieee Transactions On Signal Processing. 64: 6145-6159. DOI: 10.1109/Tsp.2016.2605067  0.521
2016 Xin B, Wang Y, Gao W, Wipf D. Exploring Algorithmic Limits of Matrix Rank Minimization under Affine Constraints Ieee Transactions On Signal Processing. 64: 4960-4974. DOI: 10.1109/Tsp.2016.2551697  0.427
2014 Zhang H, Wipf D, Zhang Y. Multi-Observation Blind Deconvolution with an Adaptive Sparse Prior Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1628-1643. PMID 26353343 DOI: 10.1109/Tpami.2013.241  0.436
2014 Ikehata S, Wipf D, Matsushita Y, Aizawa K. Photometric Stereo Using Sparse Bayesian Regression for General Diffuse Surfaces. Ieee Transactions On Pattern Analysis and Machine Intelligence. 36: 1816-31. PMID 26352234 DOI: 10.1109/Tpami.2014.2299798  0.353
2012 Owen JP, Wipf DP, Attias HT, Sekihara K, Nagarajan SS. Performance evaluation of the Champagne source reconstruction algorithm on simulated and real M/EEG data. Neuroimage. 60: 305-23. PMID 22209808 DOI: 10.1016/J.Neuroimage.2011.12.027  0.408
2011 Wipf DP, Rao BD, Nagarajan S. Latent variable Bayesian models for promoting sparsity Ieee Transactions On Information Theory. 57: 6236-6255. DOI: 10.1109/Tit.2011.2162174  0.538
2010 Wipf DP, Owen JP, Attias HT, Sekihara K, Nagarajan SS. Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG. Neuroimage. 49: 641-55. PMID 19596072 DOI: 10.1016/J.Neuroimage.2009.06.083  0.428
2010 Wipf D, Nagarajan S. Iterative reweighted ℓ 1and ℓ 2 methods for finding sparse solutions Ieee Journal On Selected Topics in Signal Processing. 4: 317-329. DOI: 10.1109/Jstsp.2010.2042413  0.439
2009 Wipf D, Nagarajan S. A unified Bayesian framework for MEG/EEG source imaging Neuroimage. 44: 947-966. PMID 18602278 DOI: 10.1016/J.Neuroimage.2008.02.059  0.515
2009 Wipf D, Owen J, Attias H, Sekihara K, Nagarajan S. Sparse Bayesian Methods for Neuroimaging Neuroimage. 47: S145. DOI: 10.1016/S1053-8119(09)71472-7  0.318
2007 Wipf D, Nagarajan S. Beamforming using the relevance vector machine Acm International Conference Proceeding Series. 227: 1023-1030. DOI: 10.1145/1273496.1273625  0.319
2007 Wipf DP, Rao BD. An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem Ieee Transactions On Signal Processing. 55: 3704-3716. DOI: 10.1109/Tsp.2007.894265  0.591
2007 McCall JC, Wipf DP, Trivedi MM, Rao BD. Lane change intent analysis using robust operators and sparse Bayesian learning Ieee Transactions On Intelligent Transportation Systems. 8: 431-440. DOI: 10.1109/Tits.2007.902640  0.499
2007 Wipf D, Palmer J, Rao B, Kreutz-Delgado K. Performance evaluation of latent variable models with sparse priors Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 2: II453-II456. DOI: 10.1109/ICASSP.2007.366270  0.578
2004 Wipf D, Rao B. Sparse Bayesian Learning for Basis Selection Ieee Transactions On Signal Processing. 52: 2153-2164. DOI: 10.1109/Tsp.2004.831016  0.565
Show low-probability matches.