Stephen J. Wright

Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems

Mário A. T. Figueiredo, Robert D. Nowak, Stephen J. Wright · IEEE Journal of Selected Topics in Signal Processing · 2007 · 3.5K citations

Mathematical Programming, Linear Systems, Sparse Representation +14

Sparse Reconstruction by Separable Approximation

Stephen J. Wright, Robert D. Nowak, Mário A. T. Figueiredo · IEEE Transactions on Signal Processing · 2009 · 1.9K citations

Numerical Analysis, Sparse Representation, Sparse Imaging +15

Coordinate descent algorithms

Stephen J. Wright · Mathematical Programming · 2015 · 1.4K citations

Large-scale Global Optimization, Engineering, Machine Learning +5

HOGWILD!: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

Feng Niu, Benjamin Recht, Christopher Ré et al. · arXiv (Cornell University) · 2011 · 1.2K citations · Full text

Engineering, Machine Learning, Data Science +15

Hogwild: A Lock-Free Approach to Parallelizing Stochastic Gradient Descent

Benjamin Recht, Christopher Ré, Stephen J. Wright et al. · Neural Information Processing Systems · 2011 · 1.1K citations

Engineering, Machine Learning, Data Science +15