conftrace_

conditional gradient

49 papers

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Also known as

CG

Co-occurring keywords

convex optimization (1321) frank-wolfe algorithm (107) projection-free optimization (25) stochastic optimization (1060) frank-wolfe method (28) variance reduction (523) linear convergence (158) sparse optimization (246) convergence rate (607) projection-free algorithm (12)

Papers

Restarting Frank-Wolfe AISTATS 2019
Blended Conditonal Gradients ICML 2019
Lazifying Conditional Gradient Algorithms JMLR 2019
A Conditional-Gradient-Based Augmented Lagrangian Framework ICML 2019
Stochastic Frank-Wolfe for Composite Convex Minimization NIPS 2019
Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence AAAI 2019
Stein Points ICML 2018
Compact Convex Projections JMLR 2018
Frank-Wolfe with Subsampling Oracle ICML 2018
Non-convex Conditional Gradient Sliding ICML 2018
Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NIPS 2018
Multi-output Polynomial Networks and Factorization Machines NIPS 2017
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search NIPS 2017
Projection-free Distributed Online Learning in Networks ICML 2017
Lazifying Conditional Gradient Algorithms ICML 2017
Generalized Conditional Gradient for Sparse Estimation JMLR 2017
Inverse Covariance Estimation with Structured Groups IJCAI 2017
Fitting Spectral Decay with the k-Support Norm AISTATS 2016
Weakly-Supervised Alignment of Video With Text ICCV 2015
Faster Rates for the Frank-Wolfe Method over Strongly-Convex Sets ICML 2015
Efficient Structured Matrix Rank Minimization NIPS 2014
Orbit Regularization NIPS 2014
Polar Operators for Structured Sparse Estimation NIPS 2013
Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization ICML 2013