conftrace_

weakly convex optimization

5 papers

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Co-occurring keywords

stochastic optimization (1060) moreau envelope (11) subgradient method (24) min-max optimization (80) difference of convex function (5) proximal mapping (16) stochastic algorithm (21) weakly convex (6) model-based method (14) functional constraint (3)

Papers

Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NIPS 2024
Delayed Algorithms for Distributed Stochastic Weakly Convex Optimization NIPS 2023
Convergence of adaptive algorithms for constrained weakly convex optimization NIPS 2021
Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization NIPS 2021
Quadratically Regularized Subgradient Methods for Weakly Convex Optimization with Weakly Convex Constraints ICML 2020