conftrace_

matching pursuit

12 papers

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Also known as

MP

Co-occurring keywords

coordinate descent (147) orthogonal matching pursuit (29) signal recovery (54) greedy optimization (17) first-order optimization (47) frank-wolfe algorithm (107) gradient descent (1144) group sparsity (49) sparse representation (297) convex optimization (1321)

Papers

Geometry-Dependent Matching Pursuit: a Transition Phase for Convergence on Linear Regression and LASSO JMLR 2025
Boosting Frank-Wolfe by Chasing Gradients ICML 2020
Blended Matching Pursuit NIPS 2019
Signal and Noise Statistics Oblivious Orthogonal Matching Pursuit ICML 2018
On Matching Pursuit and Coordinate Descent ICML 2018
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees NIPS 2017
A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe AISTATS 2017
Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NIPS 2014
Group Orthogonal Matching Pursuit for Logistic Regression AISTATS 2011
Block Variable Selection in Multivariate Regression and High-dimensional Causal Inference NIPS 2010
Theory of matching pursuit NIPS 2008
Sparse Signal Recovery Using Markov Random Fields NIPS 2008