Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs

26 February 2017

Papers citing "Globally Optimal Gradient Descent for a ConvNet with Gaussian Inputs"

9 / 9 papers shown

Title
Mean of Means: A 10-dollar Solution for Human Localization with Calibration-free and Unconstrained Camera Settings Tianyi Zhang Wengyu Zhang Xu-Lu Zhang Jiaxin Wu Xiao Wei Jiannong Cao Qing Li 52 0 0 28 Jan 2025
Nonparametric Learning of Two-Layer ReLU Residual Units Zhunxuan Wang Linyun He Chunchuan Lyu Shay B. Cohen MLT OffRL 99 1 0 17 Aug 2020
Learning ReLUs via Gradient Descent Mahdi Soltanolkotabi MLT 61 181 0 10 May 2017
An Analytical Formula of Population Gradient for two-layered ReLU network and its Applications in Convergence and Critical Point Analysis Yuandong Tian MLT 114 216 0 02 Mar 2017
Exponentially vanishing sub-optimal local minima in multilayer neural networks Daniel Soudry Elad Hoffer 108 97 0 19 Feb 2017
Identity Matters in Deep Learning Moritz Hardt Tengyu Ma OOD 53 399 0 14 Nov 2016
Matrix Completion has No Spurious Local Minimum Rong Ge Jason D. Lee Tengyu Ma 51 597 0 24 May 2016
From average case complexity to improper learning complexity Amit Daniely N. Linial Shai Shalev-Shwartz 64 120 0 10 Nov 2013
Efficient Learning of Generalized Linear and Single Index Models with Isotonic Regression Sham Kakade Adam Tauman Kalai Varun Kanade Ohad Shamir 120 180 0 11 Apr 2011