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All publications by David P. Wipf
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Fixed-Point Model For Structured Labeling
Quannan Li, Jingdong Wang, Zhuowen Tu and David P. Wipf
Proceedings of the 30th International Conference on Machine Learning (ICML-13), 2013


Dual-Space Analysis of the Sparse Linear Model
Yi Wu and David P. Wipf
Advances in Neural Information Processing Systems 25, 2012


Sparse Estimation with Structured Dictionaries
David P. Wipf
Advances in Neural Information Processing Systems 24, 2011


Sparse Estimation Using General Likelihoods and Non-Factorial Priors
David P. Wipf and Srikantan S. Nagarajan
Advances in Neural Information Processing Systems 22, 2009


Estimating the Location and Orientation of Complex, Correlated Neural Activity using MEG
Julia Owen, Hagai T. Attias, Kensuke Sekihara, Srikantan S. Nagarajan and David P. Wipf
Advances in Neural Information Processing Systems 21, 2008


Beamforming using the relevance vector machine
David P. Wipf and Srikantan S. Nagarajan
Proceedings of the 24th International Conference on Machine Learning (ICML-07), 2007


A New View of Automatic Relevance Determination
David P. Wipf and Srikantan S. Nagarajan
Advances in Neural Information Processing Systems 20, 2007


Analysis of Empirical Bayesian Methods for Neuroelectromagnetic Source Localization
Rey Ramírez, Jason Palmer, Scott Makeig, Bhaskar D. Rao and David P. Wipf
Advances in Neural Information Processing Systems 19, 2006


Variational EM Algorithms for Non-Gaussian Latent Variable Models
Jason Palmer, Kenneth Kreutz-delgado, Bhaskar D. Rao and David P. Wipf
Advances in Neural Information Processing Systems 18, 2005


Comparing the Effects of Different Weight Distributions on Finding Sparse Representations
Bhaskar D. Rao and David P. Wipf
Advances in Neural Information Processing Systems 18, 2005


$\ell_0$-norm Minimization for Basis Selection
David P. Wipf and Bhaskar D. Rao
Advances in Neural Information Processing Systems 17, 2004


Perspectives on Sparse Bayesian Learning
Jason Palmer, Bhaskar D. Rao and David P. Wipf
Advances in Neural Information Processing Systems 16, 2003