conftrace_

frank-wolfe algorithm

107 papers

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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

Revisiting Projection-Free Online Learning with Time-Varying Constraints AAAI 2025
Densest k-Subgraph Mining via a Provably Tight Relaxation AAAI 2025
Fast Rates for Bandit PAC Multiclass Classification NIPS 2024
Efficient Learning in Polyhedral Games via Best-Response Oracles AAAI 2024
Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024
Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities NIPS 2024
Convergence to Nash Equilibrium and No-regret Guarantee in (Markov) Potential Games AISTATS 2024
Distributionally Robust Linear Quadratic Control NIPS 2023
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023
A Scalable Frank-Wolfe-Based Algorithm for the Max-Cut SDP ICML 2023
Learning Cuts via Enumeration Oracles NIPS 2023
Closing the Computational-Statistical Gap in Best Arm Identification for Combinatorial Semi-bandits NIPS 2023
A Unified Approach for Maximizing Continuous DR-submodular Functions NIPS 2023
Scaling Up Differentially Private LASSO Regularized Logistic Regression via Faster Frank-Wolfe Iterations NIPS 2023
Reducing Discretization Error in the Frank-Wolfe Method AISTATS 2023
Improved Dynamic Regret for Online Frank-Wolfe COLT 2023
Collision Detection Accelerated: An Optimization Perspective RSS 2022
Frank-Wolfe-based Algorithms for Approximating Tyler's M-estimator NIPS 2022
Online Frank-Wolfe with Arbitrary Delays NIPS 2022
One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022
High-probability bounds for robust stochastic Frank-Wolfe algorithm UAI 2022
Faster Unbalanced Optimal Transport: Translation invariant Sinkhorn and 1-D Frank-Wolfe AISTATS 2022
Approximate Frank-Wolfe Algorithms over Graph-structured Support Sets ICML 2022
Interpretable Neural Networks with Frank-Wolfe: Sparse Relevance Maps and Relevance Orderings ICML 2022
Pairwise Conditional Gradients without Swap Steps and Sparser Kernel Herding ICML 2022