Robust Training in High Dimensions via Block Coordinate Geometric Median
Descent

Robust Training in High Dimensions via Block Coordinate Geometric Median Descent

16 June 2021

Abolfazl Hashemi

Sujay Sanghavi

Inderjit S. Dhillon

Ufuk Topcu

Papers citing "Robust Training in High Dimensions via Block Coordinate Geometric Median Descent"

8 / 8 papers shown

Title
Geometric Median Matching for Robust k-Subset Selection from Noisy Data Anish Acharya Sujay Sanghavi Alexandros G. Dimakis Inderjit S Dhillon AAML 62 0 0 01 Apr 2025
Geometric Median (GM) Matching for Robust Data Pruning Anish Acharya Inderjit S Dhillon Sujay Sanghavi AAML 59 0 0 20 Jan 2025
Weight for Robustness: A Comprehensive Approach towards Optimal Fault-Tolerant Asynchronous ML T. Dahan Kfir Y. Levy 75 0 0 17 Jan 2025
SGD with Clipping is Secretly Estimating the Median Gradient Fabian Schaipp Guillaume Garrigos Umut Simsekli Robert M. Gower 31 0 0 20 Feb 2024
On the Strategyproofness of the Geometric Median El-Mahdi El-Mhamdi Sadegh Farhadkhani R. Guerraoui L. Hoang FedML 35 18 0 04 Jun 2021
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima N. Keskar Dheevatsa Mudigere J. Nocedal M. Smelyanskiy P. T. P. Tang ODL 310 2,896 0 15 Sep 2016
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark Schmidt 139 1,205 0 16 Aug 2016
Optimal Distributed Online Prediction using Mini-Batches O. Dekel Ran Gilad-Bachrach Ohad Shamir Lin Xiao 182 683 0 07 Dec 2010