Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions

Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions

22 October 2020

Alessandro Epasto

Mohammad Mahdian

Vahab Mirrokni

Manolis Zampetakis

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Papers citing "Optimal Approximation -- Smoothness Tradeoffs for Soft-Max Functions"

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Title
On Controllable Sparse Alternatives to Softmax Anirban Laha Saneem A. Chemmengath Priyanka Agrawal Mitesh M. Khapra Karthik Sankaranarayanan H. G. Ramaswamy 61 59 0 29 Oct 2018
Learning Multi-item Auctions with (or without) Samples Yang Cai C. Daskalakis 59 68 0 01 Sep 2017
From Softmax to Sparsemax: A Sparse Model of Attention and Multi-Label Classification André F. T. Martins Ramón Fernández Astudillo 184 726 0 05 Feb 2016
An Exploration of Softmax Alternatives Belonging to the Spherical Loss Family A. D. Brébisson Pascal Vincent 61 98 0 16 Nov 2015
Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets Pascal Vincent A. D. Brébisson Xavier Bouthillier 75 49 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 402 33,560 0 16 Oct 2013