conftrace_

frank-wolfe algorithm

107 papers

Explore in graph

Also known as

FW

Co-occurring keywords

convex optimization (1321) conditional gradient (49) stochastic optimization (1060) linear convergence (158) regret bound (1926) convergence rate (607) projection-free optimization (25) constrained optimization (281) online learning (1777) frank-wolfe method (28)

Papers

Boosting Variational Inference: an Optimization Perspective AISTATS 2018
Projection-Free Online Optimization with Stochastic Gradient: From Convexity to Submodularity ICML 2018
Online Continuous Submodular Maximization AISTATS 2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018
Fast Similarity Search via Optimal Sparse Lifting NIPS 2018
Distributing Frank-Wolfe via Map-Reduce IJCAI 2018
Frank-Wolfe with Subsampling Oracle ICML 2018
Linear Convergence of a Frank-Wolfe Type Algorithm over Trace-Norm Balls NIPS 2017
Frank-Wolfe Algorithms for Saddle Point Problems AISTATS 2017
Conditional Accelerated Lazy Stochastic Gradient Descent ICML 2017
Decomposition-Invariant Conditional Gradient for General Polytopes with Line Search NIPS 2017
Fast Rates for Bandit Optimization with Upper-Confidence Frank-Wolfe NIPS 2017
Projection Free Rank-Drop Steps IJCAI 2017
A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates ICML 2017
Lazifying Conditional Gradient Algorithms ICML 2017
Greedy Algorithms for Cone Constrained Optimization with Convergence Guarantees NIPS 2017
An Exact Penalty Method for Locally Convergent Maximum Consensus CVPR 2017
Guaranteed Non-convex Optimization: Submodular Maximization over Continuous Domains AISTATS 2017
Fast column generation for atomic norm regularization AISTATS 2017
Linear Convergence of Stochastic Frank Wolfe Variants AISTATS 2017
Linear-Memory and Decomposition-Invariant Linearly Convergent Conditional Gradient Algorithm for Structured Polytopes NIPS 2016
Variance-Reduced and Projection-Free Stochastic Optimization ICML 2016
Learning Infinite RBMs with Frank-Wolfe NIPS 2016
Minding the Gaps for Block Frank-Wolfe Optimization of Structured SVMs ICML 2016
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity ICML 2016