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projection-free optimization

25 papers

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Co-occurring keywords

conditional gradient (49) frank-wolfe algorithm (107) regret bound (1926) frank-wolfe method (28) online convex optimization (165) convex optimization (1321) online learning (1777) stochastic optimization (1060) stochastic gradient descent (1091) gradient estimator (59)

Papers

Revisiting Projection-Free Online Learning with Time-Varying Constraints AAAI 2025
Projection-Free Methods for Solving Nonconvex-Concave Saddle Point Problems NIPS 2023
Projection-free Online Exp-concave Optimization COLT 2023
Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023
Projection-Free Methods for Stochastic Simple Bilevel Optimization with Convex Lower-level Problem NIPS 2023
High-probability bounds for robust stochastic Frank-Wolfe algorithm UAI 2022
New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees COLT 2022
Parameter-free Locally Accelerated Conditional Gradients ICML 2021
Revisiting Projection-free Online Learning: the Strongly Convex Case AISTATS 2021
Online Boosting with Bandit Feedback ALT 2021
Efficient Projection-Free Online Methods with Stochastic Recursive Gradient AAAI 2020
Locally Accelerated Conditional Gradients AISTATS 2020
Boosting Frank-Wolfe by Chasing Gradients ICML 2020
Efficient Projection-free Algorithms for Saddle Point Problems NIPS 2020
Self-Concordant Analysis of Frank-Wolfe Algorithms ICML 2020
Faster Projection-free Online Learning COLT 2020
Complexities in Projection-Free Stochastic Non-convex Minimization AISTATS 2019
Projection Free Online Learning over Smooth Sets AISTATS 2019
Revisiting Projection-Free Optimization for Strongly Convex Constraint Sets AAAI 2019
Conditional Accelerated Lazy Stochastic Gradient Descent ICML 2017
Projection-free Distributed Online Learning in Networks ICML 2017
Projection Free Rank-Drop Steps IJCAI 2017
Variance-Reduced and Projection-Free Stochastic Optimization ICML 2016
Revisiting Frank-Wolfe: Projection-Free Sparse Convex Optimization ICML 2013
Stochastic Gradient Descent with Only One Projection NIPS 2012