conftrace_

weakly convex

7 papers

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Co-occurring keywords · papers mentioning both

weakly convex function (2) stochastic optimization (2) lipschitz function (1) model-based method (1) finite-time complexity (1) approximate stationarity (1) neural network (1) uniform stability (1) sgd (1) stochastic algorithm (1)

Papers

Uniformly Stable Algorithms for Adversarial Training and Beyond ICML 2024 Non-Smooth Weakly-Convex Finite-sum Coupled Compositional Optimization NeurIPS 2023 Oracle Complexity of Single-Loop Switching Subgradient Methods for Non-Smooth Weakly Convex Functional Constrained Optimization NeurIPS 2023 On the Finite-Time Complexity and Practical Computation of Approximate Stationarity Concepts of Lipschitz Functions ICML 2022 First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems JMLR 2021 Learning with Gradient Descent and Weakly Convex Losses AISTATS 2021 Minibatch and Momentum Model-based Methods for Stochastic Weakly Convex Optimization NeurIPS 2021