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frank-wolfe method

28 papers

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Also known as

FW

Co-occurring keywords

convex optimization (1321) stochastic optimization (1060) frank-wolfe algorithm (107) conditional gradient (49) projection-free optimization (25) constrained optimization (281) variance reduction (523) online convex optimization (165) non-convex optimization (547) convex constraint (12)

Papers

Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024
Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions CVPR 2023
Reducing Discretization Error in the Frank-Wolfe Method AISTATS 2023
Linearization Algorithms for Fully Composite Optimization COLT 2023
Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023
Projection-free Adaptive Regret with Membership Oracles ALT 2023
Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022
Learning in Congestion Games with Bandit Feedback NIPS 2022
CCCP is Frank-Wolfe in disguise NIPS 2022
Online Boosting with Bandit Feedback ALT 2021
Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021
Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021
Revisiting Projection-free Online Learning: the Strongly Convex Case AISTATS 2021
Faster Projection-free Online Learning COLT 2020
Accelerated Stochastic Gradient-free and Projection-free Methods ICML 2020
Can Stochastic Zeroth-Order Frank-Wolfe Method Converge Faster for Non-Convex Problems? ICML 2020
Practical Frank–Wolfe Method with Decision Diagrams for Computing Wardrop Equilibrium of Combinatorial Congestion Games AAAI 2020
Projection Efficient Subgradient Method and Optimal Nonsmooth Frank-Wolfe Method NIPS 2020
Stronger and Faster Wasserstein Adversarial Attacks ICML 2020
Complexities in Projection-Free Stochastic Non-convex Minimization AISTATS 2019
Stochastic Frank-Wolfe for Composite Convex Minimization NIPS 2019
Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator ICML 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019
Limited Memory Kelley's Method Converges for Composite Convex and Submodular Objectives NIPS 2018
Non-convex Conditional Gradient Sliding ICML 2018