Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations

1 July 2018

Papers citing "Trust-Region Algorithms for Training Responses: Machine Learning Methods Using Indefinite Hessian Approximations"

5 / 5 papers shown

Title
Symmetric Rank-One Quasi-Newton Methods for Deep Learning Using Cubic Regularization Aditya Ranganath Mukesh Singhal Roummel Marcia ODL 70 0 0 17 Feb 2025
Gradient Descent and the Power Method: Exploiting their connection to find the leftmost eigen-pair and escape saddle points R. Tappenden Martin Takáč 18 0 0 02 Nov 2022
On the efficiency of Stochastic Quasi-Newton Methods for Deep Learning M. Yousefi Angeles Martinez ODL 16 1 0 18 May 2022
SONIA: A Symmetric Blockwise Truncated Optimization Algorithm Majid Jahani M. Nazari R. Tappenden A. Berahas Martin Takávc ODL 19 10 0 06 Jun 2020
Deep Reinforcement Learning via L-BFGS Optimization Chris Paxton Roummel F. Marcia OffRL 18 0 0 06 Nov 2018