conftrace_

constrained convex optimization

4 papers

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Co-occurring keywords

convex optimization (1321) first-order method (89) open-loop step-size (1) kernel herding (7) accelerated convergence (19) bregman projection (11) optimal rate (18) error-bound condition (1) parameter-free method (6) projection-free method (6)

Papers

An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition JMLR 2025
Acceleration of Frank-Wolfe Algorithms with Open-Loop Step-Sizes AISTATS 2023
Project and Forget: Solving Large-Scale Metric Constrained Problems JMLR 2022
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization NIPS 2019