An Exploration of Softmax Alternatives Belonging to the Spherical Loss
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An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family

16 November 2015

A. D. Brébisson

Pascal Vincent

Papers citing "An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family"

12 / 12 papers shown

Title
Building a stable classifier with the inflated argmax Jake A. Soloff Rina Foygel Barber Rebecca Willett 85 2 0 22 May 2024
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification Hyenkyun Woo 13 0 0 26 Dec 2023
A Large Deviations Perspective on Policy Gradient Algorithms Wouter Jongeneel Daniel Kuhn Mengmeng Li 11 1 0 13 Nov 2023
Classified as unknown: A novel Bayesian neural network Tianbo Yang Tianshuo Yang BDL UQCV 8 0 0 31 Jan 2023
On the Lipschitz Constant of Deep Networks and Double Descent Matteo Gamba Hossein Azizpour Marten Bjorkman 19 6 0 28 Jan 2023
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection Dennis Ulmer Giovanni Cina OODD 16 31 0 09 Dec 2020
Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions Alessandro Epasto Mohammad Mahdian Vahab Mirrokni Manolis Zampetakis 15 15 0 22 Oct 2020
Hyperspectral Classification Based on 3D Asymmetric Inception Network with Data Fusion Transfer Learning Haokui Zhang Yu Liu Bei Fang Ying Li Lingqiao Liu Ian Reid 3DPC 8 9 0 11 Feb 2020
Sampled Softmax with Random Fourier Features A. S. Rawat Jiecao Chen Felix X. Yu A. Suresh Sanjiv Kumar 19 55 0 24 Jul 2019
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 14 70 0 10 Dec 2018
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 15 35 0 14 Oct 2016
The Z-loss: a shift and scale invariant classification loss belonging to the Spherical Family A. D. Brébisson Pascal Vincent 9 10 0 29 Apr 2016