frank-wolfe method

Differentially private algorithms for linear queries via stochastic convex optimization AISTATS 2025 Consistent algorithms for multi-label classification with macro-at-k metrics ICLR 2024 Stochastic Frank-Wolfe: Unified Analysis and Zoo of Special Cases AISTATS 2024 Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023 Linearization Algorithms for Fully Composite Optimization COLT 2023 Projection-free Adaptive Regret with Membership Oracles ALT 2023 Reducing Discretization Error in the Frank-Wolfe Method AISTATS 2023 Solving Relaxations of MAP-MRF Problems: Combinatorial In-Face Frank-Wolfe Directions CVPR 2023 CCCP is Frank-Wolfe in disguise NeurIPS 2022 Gradient-Free Method for Heavily Constrained Nonconvex Optimization ICML 2022 Learning in Congestion Games with Bandit Feedback NeurIPS 2022 One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization ACML 2022 Online Boosting with Bandit Feedback ALT 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 Sample Efficient Decentralized Stochastic Frank-Wolfe Methods for Continuous DR-Submodular Maximization IJCAI 2021 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 Faster Projection-free Online Learning COLT 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 NeurIPS 2020 Stronger and Faster Wasserstein Adversarial Attacks ICML 2020 Complexities in Projection-Free Stochastic Non-convex Minimization AISTATS 2019 Conditional Gradient Methods via Stochastic Path-Integrated Differential Estimator ICML 2019 Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019