NEON+: Accelerated Gradient Methods for Extracting Negative Curvature for Non-Convex Optimization

4 December 2017

Papers citing "NEON+: Accelerated Gradient Methods for Extracting Negative Curvature for Non-Convex Optimization"

7 / 7 papers shown

Title
A Newton-CG based barrier-augmented Lagrangian method for general nonconvex conic optimization Chuan He Heng Huang Zhaosong Lu 14 1 0 10 Jan 2023
Zeroth-Order Negative Curvature Finding: Escaping Saddle Points without Gradients Hualin Zhang Huan Xiong Bin Gu 22 7 0 04 Oct 2022
Tackling benign nonconvexity with smoothing and stochastic gradients Harsh Vardhan Sebastian U. Stich 23 8 0 18 Feb 2022
Escape saddle points by a simple gradient-descent based algorithm Chenyi Zhang Tongyang Li ODL 23 15 0 28 Nov 2021
AdaGrad stepsizes: Sharp convergence over nonconvex landscapes Rachel A. Ward Xiaoxia Wu Léon Bottou ODL 19 358 0 05 Jun 2018
Stochastic Variance-Reduced Cubic Regularization for Nonconvex Optimization Zhe Wang Yi Zhou Yingbin Liang Guanghui Lan 32 46 0 20 Feb 2018
Accelerated Gradient Descent Escapes Saddle Points Faster than Gradient Descent Chi Jin Praneeth Netrapalli Michael I. Jordan ODL 29 261 0 28 Nov 2017