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"

19 / 19 papers shown

Title
Building a stable classifier with the inflated argmax Jake A. Soloff Rina Foygel Barber Rebecca Willett 144 2 0 22 May 2024
An extended asymmetric sigmoid with Perceptron (SIGTRON) for imbalanced linear classification Hyenkyun Woo 20 0 0 26 Dec 2023
A Large Deviations Perspective on Policy Gradient Algorithms Wouter Jongeneel Daniel Kuhn Mengmeng Li 31 1 0 13 Nov 2023
Classified as unknown: A novel Bayesian neural network Tianbo Yang Tianshuo Yang BDL UQCV 10 0 0 31 Jan 2023
On the Lipschitz Constant of Deep Networks and Double Descent Matteo Gamba Hossein Azizpour Mårten Björkman 33 7 0 28 Jan 2023
Universal Spam Detection using Transfer Learning of BERT Model Vijay Srinivas Tida Sonya Hsu 25 47 0 07 Feb 2022
Sparse-softmax: A Simpler and Faster Alternative Softmax Transformation Shaoshi Sun Zhenyuan Zhang B. Huang Pengbin Lei Jianlin Su Shengfeng Pan Jiarun Cao UQCV 13 7 0 23 Dec 2021
Escaping the Gradient Vanishing: Periodic Alternatives of Softmax in Attention Mechanism Shulun Wang Bin Liu Feng Liu 25 16 0 16 Aug 2021
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning Tyler R. Scott Andrew C. Gallagher Michael C. Mozer 27 39 0 29 Mar 2021
Know Your Limits: Uncertainty Estimation with ReLU Classifiers Fails at Reliable OOD Detection Dennis Ulmer Giovanni Cina OODD 35 31 0 09 Dec 2020
Exploring Alternatives to Softmax Function K. Banerjee Vishak C. R. Gupta Kartik Vyas Anushree H. Biswajit Mishra 11 49 0 23 Nov 2020
Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions Alessandro Epasto Mohammad Mahdian Vahab Mirrokni Manolis Zampetakis 23 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 13 9 0 11 Feb 2020
Secure Evaluation of Quantized Neural Networks Anders Dalskov Daniel E. Escudero Marcel Keller 17 137 0 28 Oct 2019
Sampled Softmax with Random Fourier Features A. S. Rawat Jiecao Chen Felix X. Yu A. Suresh Sanjiv Kumar 39 55 0 24 Jul 2019
Von Mises-Fisher Loss for Training Sequence to Sequence Models with Continuous Outputs Sachin Kumar Yulia Tsvetkov 22 70 0 10 Dec 2018
Mad Max: Affine Spline Insights into Deep Learning Randall Balestriero Richard Baraniuk AI4CE 31 78 0 17 May 2018
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 25 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 17 10 0 29 Apr 2016