conftrace_

weakly convex

6 papers

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Co-occurring keywords

stochastic optimization (1060) lipschitz function (22) model-based method (14) finite-time complexity (1) approximate stationarity (1) neural network (6616) weakly convex function (4) weakly-convex function (1) stochastic algorithm (21) proximal mapping (16)

Papers

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