Binary embeddings with structured hashed projections

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Binary embeddings with structured hashed projections

16 November 2015

A. Choromańska

Mariusz Bojarski

Sanjiv Kumar

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Papers citing "Binary embeddings with structured hashed projections"

13 / 13 papers shown

Title
TripleSpin - a generic compact paradigm for fast machine learning computations K. Choromanski Francois Fagan Cédric Gouy-Pailler Anne Morvan Vikas Sindhwani Jamal Atif 88 7 0 29 May 2016
SUIS: An Online Graphical Signature-Based User Identification System Séamus Lankford 59 7 0 29 May 2016
On Binary Embedding using Circulant Matrices Felix X. Yu Aditya Bhaskara Sanjiv Kumar Yunchao Gong Shih-Fu Chang 51 24 0 20 Nov 2015
Structured Transforms for Small-Footprint Deep Learning Vikas Sindhwani Tara N. Sainath Sanjiv Kumar 70 240 0 06 Oct 2015
Deep Neural Networks with Random Gaussian Weights: A Universal Classification Strategy? Raja Giryes Guillermo Sapiro A. Bronstein 122 187 0 30 Apr 2015
Compressing Neural Networks with the Hashing Trick Wenlin Chen James T. Wilson Stephen Tyree Kilian Q. Weinberger Yixin Chen 168 1,191 0 19 Apr 2015
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 265 1,201 0 30 Nov 2014
Circulant Binary Embedding Felix X. Yu Sanjiv Kumar Yunchao Gong Shih-Fu Chang 85 178 0 13 May 2014
Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation Emily L. Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus FAtt 181 1,693 0 02 Apr 2014
Fast Training of Convolutional Networks through FFTs Michaël Mathieu Mikael Henaff Yann LeCun 142 610 0 20 Dec 2013
Predicting Parameters in Deep Learning Misha Denil B. Shakibi Laurent Dinh MarcÁurelio Ranzato Nando de Freitas OOD 224 1,323 0 03 Jun 2013
Experiments with Random Projection S. Dasgupta 87 427 0 16 Jan 2013
Fast approximations to structured sparse coding and applications to object classification Arthur Szlam Karol Gregor Yann LeCun 74 38 0 28 Feb 2012