Adaptive Newton Method for Empirical Risk Minimization to Statistical
Accuracy

Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy

24 May 2016

Alejandro Ribeiro

Papers citing "Adaptive Newton Method for Empirical Risk Minimization to Statistical Accuracy"

7 / 7 papers shown

Title
Sampling Through the Lens of Sequential Decision Making J. Dou Alvin Pan Runxue Bao Haiyi Mao Lei Luo Zhi-Hong Mao 26 19 0 17 Aug 2022
Newton Method over Networks is Fast up to the Statistical Precision Amir Daneshmand G. Scutari Pavel Dvurechensky Alexander Gasnikov 24 21 0 12 Feb 2021
SONIA: A Symmetric Blockwise Truncated Optimization Algorithm Majid Jahani M. Nazari R. Tappenden A. Berahas Martin Takávc ODL 11 10 0 06 Jun 2020
Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample A. Berahas Majid Jahani Peter Richtárik Martin Takávc 18 40 0 28 Jan 2019
Efficient Distributed Hessian Free Algorithm for Large-scale Empirical Risk Minimization via Accumulating Sample Strategy Majid Jahani Xi He Chenxin Ma Aryan Mokhtari Dheevatsa Mudigere Alejandro Ribeiro Martin Takáč 14 18 0 26 Oct 2018
Stochastic Averaging for Constrained Optimization with Application to Online Resource Allocation Tianyi Chen Aryan Mokhtari Xin Wang Alejandro Ribeiro G. Giannakis 16 49 0 07 Oct 2016
A Proximal Stochastic Gradient Method with Progressive Variance Reduction Lin Xiao Tong Zhang ODL 84 736 0 19 Mar 2014