On the alpha-loss Landscape in the Logistic Model

22 June 2020

Papers citing "On the alpha-loss Landscape in the Logistic Model"

9 / 9 papers shown

Title
A Tunable Loss Function for Binary Classification Tyler Sypherd Mario Díaz Lalitha Sankar Peter Kairouz MQ 24 28 0 12 Feb 2019
Understanding the Loss Surface of Neural Networks for Binary Classification Shiyu Liang Ruoyu Sun Yixuan Li R. Srikant 66 88 0 19 Feb 2018
Guaranteed Recovery of One-Hidden-Layer Neural Networks via Cross Entropy H. Fu Yuejie Chi Yingbin Liang FedML 64 39 0 18 Feb 2018
Visualizing the Loss Landscape of Neural Nets Hao Li Zheng Xu Gavin Taylor Christoph Studer Tom Goldstein 240 1,889 0 28 Dec 2017
The loss surface of deep and wide neural networks Quynh N. Nguyen Matthias Hein ODL 150 284 0 26 Apr 2017
Deep Relaxation: partial differential equations for optimizing deep neural networks Pratik Chaudhari Adam M. Oberman Stanley Osher Stefano Soatto G. Carlier 129 154 0 17 Apr 2017
A General and Adaptive Robust Loss Function Jonathan T. Barron OOD DRL 180 538 0 11 Jan 2017
The Landscape of Empirical Risk for Non-convex Losses Song Mei Yu Bai Andrea Montanari 109 312 0 22 Jul 2016
Beyond Convexity: Stochastic Quasi-Convex Optimization Elad Hazan Kfir Y. Levy Shai Shalev-Shwartz 60 176 0 08 Jul 2015