conftrace_

weakly convex function

6 papers

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Co-occurring keywords · papers mentioning both

weakly convex (2) stochastic algorithm (2) non-convex optimization (2) stochastic optimization (2) quadratic growth (1) performance estimation (1) finite-time complexity (1) approximate stationarity (1) function estimation (1) polyak-lojasiewicz inequality (1)

Papers

Tight Analysis of Difference-of-Convex Algorithm (DCA) Improves Convergence Rates for Proximal Gradient Descent AISTATS 2025 Error bounds, PL condition, and quadratic growth for weakly convex functions, and linear convergences of proximal point methods L4DC 2024 Single-Loop Stochastic Algorithms for Difference of Max-Structured Weakly Convex Functions NeurIPS 2024 Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization NeurIPS 2023 On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions ICML 2022 Least Squares Estimation of Weakly Convex Functions AISTATS 2019