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» Approximation algorithms for co-clustering

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STOC
2002
ACM

109views Algorithms» more STOC 2002»

Approximate counting of inversions in a data stream

14 years 9 months ago

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Miklós Ajtai, T. S. Jayram, Ravi Kumar, D. ...

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NIPS
2003

191views Information Technology» more NIPS 2003»

Approximate Expectation Maximization

13 years 10 months ago

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We discuss the integration of the expectation-maximization (EM) algorithm for maximum likelihood learning of Bayesian networks with belief propagation algorithms for approximate i...

Tom Heskes, Onno Zoeter, Wim Wiegerinck

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STOC
2007
ACM

94views Algorithms» more STOC 2007»

Sampling-based dimension reduction for subspace approximation

14 years 9 months ago

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We give a randomized bi-criteria algorithm for the problem of finding a k-dimensional subspace that minimizes the Lp-error for given points, i.e., p-th root of the sum of p-th

Amit Deshpande, Kasturi R. Varadarajan

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ICML
2008
IEEE

113views Machine Learning» more ICML 2008»

Training restricted Boltzmann machines using approximations to the likelihood gradient

14 years 10 months ago

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A new algorithm for training Restricted Boltzmann Machines is introduced. The algorithm, named Persistent Contrastive Divergence, is different from the standard Contrastive Diverg...

Tijmen Tieleman

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STOC
2005
ACM

115views Algorithms» more STOC 2005»

Approximation techniques for utilitarian mechanism design

14 years 9 months ago

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