David Wipf

Sparse Bayesian Learning for Basis Selection

David Wipf, Bhaskar D. Rao · IEEE Transactions on Signal Processing · 2004 · 1.5K citations

Engineering, Machine Learning, Vector Machines +16

An Empirical Bayesian Strategy for Solving the Simultaneous Sparse Approximation Problem

David Wipf, Bhaskar D. Rao · IEEE Transactions on Signal Processing · 2007 · 895 citations

Numerical Analysis, Engineering, Machine Learning +22

Iterative Reweighted $\ell_1$ and $\ell_2$ Methods for Finding Sparse Solutions

David Wipf, Srikantan S. Nagarajan · IEEE Journal of Selected Topics in Signal Processing · 2010 · 440 citations

Numerical Analysis, Sparse Solutions, Overcomplete Dictionaries +14

A unified Bayesian framework for MEG/EEG source imaging

David Wipf, Srikantan Nagarajan · NeuroImage · 2008 · 365 citations · Full text

Neuroimaging Modality, Computational Neuroscience, Eeg Signal Processing +5

A Generic Deep Architecture for Single Image Reflection Removal and Image Smoothing

Qingnan Fan, Jiaolong Yang, Gang Hua et al. · 2017 · 322 citations

Convolutional Neural Network, Engineering, Machine Learning +19