conftrace_

frank-wolfe algorithm

107 papers

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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

High-probability bounds for robust stochastic Frank-Wolfe algorithm UAI 2022
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding ICML 2022
Conditional Gradients for the Approximately Vanishing Ideal AISTATS 2022
Private Streaming SCO in $\ell_p$ geometry with Applications in High Dimensional Online Decision Making ICML 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
Projection-free Decentralized Online Learning for Submodular Maximization over Time-Varying Networks JMLR 2021
Modified Frank Wolfe in Probability Space NIPS 2021
Online DR-Submodular Maximization: Minimizing Regret and Constraint Violation AAAI 2021
Communication-Efficient Frank-Wolfe Algorithm for Nonconvex Decentralized Distributed Learning AAAI 2021
Projection-Free Optimization on Uniformly Convex Sets AISTATS 2021
Distributionally Robust Optimization with Markovian Data ICML 2021
Reusing Combinatorial Structure: Faster Iterative Projections over Submodular Base Polytopes NIPS 2021
Online Sign Identification: Minimization of the Number of Errors in Thresholding Bandits NIPS 2021
Private Stochastic Convex Optimization: Optimal Rates in L1 Geometry ICML 2021
Frank-Wolfe with a Nearest Extreme Point Oracle COLT 2021
Escaping from zero gradient: Revisiting action-constrained reinforcement learning via Frank-Wolfe policy optimization UAI 2021
Submodular + Concave NIPS 2021
Heavy Ball Momentum for Conditional Gradient NIPS 2021
Enhancing Parameter-Free Frank Wolfe with an Extra Subproblem AAAI 2021
Affine Invariant Analysis of Frank-Wolfe on Strongly Convex Sets ICML 2021
One-sided Frank-Wolfe algorithms for saddle problems ICML 2021
Regularized Frank-Wolfe for Dense CRFs: Generalizing Mean Field and Beyond NIPS 2021
Simple steps are all you need: Frank-Wolfe and generalized self-concordant functions NIPS 2021
Two-sided fairness in rankings via Lorenz dominance NIPS 2021
Apprenticeship Learning via Frank-Wolfe AAAI 2020