Publications by authors named "Mark Tygert"

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A hierarchical loss and its problems when classifying non-hierarchically.
Cinna Wu, Mark Tygert, Yann LeCun

PLoS One· March 2020

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Randomized algorithms for distributed computation of principal component analysis and singular value decomposition.
Huamin Li, Yuval Kluger, Mark Tygert

Adv Comput Math· October 2018

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Algorithm 971: An Implementation of a Randomized Algorithm for Principal Component Analysis.
Huamin Li, George C Linderman, Arthur Szlam, Kelly P Stanton, Yuval Kluger, Mark Tygert

ACM Trans Math Softw· January 2017

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A Mathematical Motivation for Complex-Valued Convolutional Networks.
Mark Tygert, Joan Bruna, Soumith Chintala, Yann LeCun, Serkan Piantino

Neural Comput· May 2016

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Statistical tests for whether a given set of independent, identically distributed draws comes from a specified probability density.
Mark Tygert

Proc Natl Acad Sci U S A· September 2010

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A fast randomized algorithm for overdetermined linear least-squares regression.
Vladimir Rokhlin, Mark Tygert

Proc Natl Acad Sci U S A· September 2008

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Randomized algorithms for the low-rank approximation of matrices.
Edo Liberty, Franco Woolfe, Per-Gunnar Martinsson, Vladimir Rokhlin, Mark Tygert

Proc Natl Acad Sci U S A· December 2007

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