conftrace_

first-order stationary point

8 papers

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Also known as

FOSP

Co-occurring keywords · papers mentioning both

non-convex optimization (5) second-order stationary point (3) convergence rate (2) stochastic gradient descent (2) stochastic gradient (2) stochastic optimization (2) saddle point escape (1) restart mechanism (1) stable manifold theorem (1) inexact augmented lagrangian (1)

Papers

Adaptive Batch Size for Privately Finding Second-Order Stationary Points ICLR 2025 Riemannian Accelerated Zeroth-order Algorithm: Improved Robustness and Lower Query Complexity ICML 2024 Restarted Nonconvex Accelerated Gradient Descent: No More Polylogarithmic Factor in the in the O(epsilon^(-7/4)) Complexity JMLR 2023 On the Convergence Theory of Debiased Model-Agnostic Meta-Reinforcement Learning NeurIPS 2021 D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020 Stochastic Nested Variance Reduction for Nonconvex Optimization JMLR 2020 An Inexact Augmented Lagrangian Framework for Nonconvex Optimization with Nonlinear Constraints NeurIPS 2019 SPIDER: Near-Optimal Non-Convex Optimization via Stochastic Path-Integrated Differential Estimator NeurIPS 2018