PCA of high dimensional random walks with comparison to neural network training

22 June 2018

Papers citing "PCA of high dimensional random walks with comparison to neural network training"

5 / 5 papers shown

Title
A picture of the space of typical learnable tasks Rahul Ramesh J. Mao Itay Griniasty Rubing Yang H. Teoh M. Transtrum J. Sethna Pratik Chaudhari SSL DRL 30 4 0 31 Oct 2022
High-performance Evolutionary Algorithms for Online Neuron Control Binxu Wang Carlos R. Ponce 26 6 0 14 Apr 2022
GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks Avraam Chatzimichailidis Franz-Josef Pfreundt N. Gauger J. Keuper 16 10 0 26 Sep 2019
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 273 2,886 0 15 Sep 2016
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,185 0 30 Nov 2014