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weakly convex optimization

5 papers

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Co-occurring keywords · papers mentioning both

stochastic optimization (4) moreau envelope (2) subgradient method (2) min-max optimization (1) difference of convex function (1) proximal mapping (1) stochastic algorithm (1) weakly convex (1) model-based method (1) functional constraint (1)

Papers

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