Efficient Exact Gradient Update for training Deep Networks with Very
Large Sparse Targets

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Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets

22 December 2014

Pascal Vincent

A. D. Brébisson

Xavier Bouthillier

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Papers citing "Efficient Exact Gradient Update for training Deep Networks with Very Large Sparse Targets"

12 / 12 papers shown

Title
Simultaneous Learning of Trees and Representations for Extreme Classification and Density Estimation Yacine Jernite A. Choromańska David Sontag 145 36 0 14 Oct 2016
Exploring the Limits of Language Modeling Rafal Jozefowicz Oriol Vinyals M. Schuster Noam M. Shazeer Yonghui Wu 199 1,145 0 07 Feb 2016
Blocks and Fuel: Frameworks for deep learning B. V. Merrienboer Dzmitry Bahdanau Vincent Dumoulin Dmitriy Serdyuk David Warde-Farley J. Chorowski Yoshua Bengio MoE 68 187 0 01 Jun 2015
Deep Networks With Large Output Spaces Sudheendra Vijayanarasimhan Jonathon Shlens R. Monga J. Yagnik BDL 57 56 0 23 Dec 2014
On Using Very Large Target Vocabulary for Neural Machine Translation Sébastien Jean Kyunghyun Cho Roland Memisevic Yoshua Bengio 157 1,011 0 05 Dec 2014
SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation Felix Hill Roi Reichart Anna Korhonen 101 1,303 0 15 Aug 2014
Asymmetric LSH (ALSH) for Sublinear Time Maximum Inner Product Search (MIPS) Anshumali Shrivastava Ping Li 123 472 0 22 May 2014
One Billion Word Benchmark for Measuring Progress in Statistical Language Modeling Ciprian Chelba Tomas Mikolov M. Schuster Qi Ge T. Brants P. Koehn T. Robinson 190 1,109 0 11 Dec 2013
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 399 33,560 0 16 Oct 2013
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 680 31,538 0 16 Jan 2013
Theano: new features and speed improvements Frédéric Bastien Pascal Lamblin Razvan Pascanu James Bergstra Ian Goodfellow Arnaud Bergeron Nicolas Bouchard David Warde-Farley Yoshua Bengio 97 1,419 0 23 Nov 2012
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 203 7,728 0 02 Mar 2011

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