Proceedings of the 25th international conference on Machine learning - ICML '08
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9781605582054

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

A dual coordinate descent method for large-scale linear SVM

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390208 ◽

2008 ◽

Author(s):

Cho-Jui Hsieh ◽

Kai-Wei Chang ◽

Chih-Jen Lin ◽

S. Sathiya Keerthi ◽

S. Sundararajan

Keyword(s):

Large Scale ◽

Descent Method ◽

Coordinate Descent ◽

Coordinate Descent Method ◽

Dual Coordinate Descent ◽

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Fast Gaussian process methods for point process intensity estimation

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390181 ◽

2008 ◽

Author(s):

John P. Cunningham ◽

Krishna V. Shenoy ◽

Maneesh Sahani

Keyword(s):

Gaussian Process ◽

Point Process ◽

Intensity Estimation

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Dirichlet component analysis

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390298 ◽

2008 ◽

Author(s):

Hua-Yan Wang ◽

Qiang Yang ◽

Hong Qin ◽

Hongbin Zha

Keyword(s):

Component Analysis

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Efficient projections onto thel1-ball for learning in high dimensions

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390191 ◽

2008 ◽

Author(s):

John Duchi ◽

Shai Shalev-Shwartz ◽

Yoram Singer ◽

Tushar Chandra

Keyword(s):

High Dimensions

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A rate-distortion one-class model and its applications to clustering

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390180 ◽

2008 ◽

Author(s):

Koby Crammer ◽

Partha Pratim Talukdar ◽

Fernando Pereira

Keyword(s):

Rate Distortion ◽

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Graph kernels between point clouds

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390160 ◽

2008 ◽

Author(s):

Francis R. Bach

Keyword(s):

Point Clouds ◽

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Bayesian multiple instance learning

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390258 ◽

2008 ◽

Author(s):

Vikas C. Raykar ◽

Balaji Krishnapuram ◽

Jinbo Bi ◽

Murat Dundar ◽

R. Bharat Rao

Keyword(s):

Multiple Instance Learning

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Modified MMI/MPE

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390205 ◽

2008 ◽

Author(s):

Georg Heigold ◽

Thomas Deselaers ◽

Ralf Schlüter ◽

Hermann Ney

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Fast support vector machine training and classification on graphics processors

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390170 ◽

2008 ◽

Author(s):

Bryan Catanzaro ◽

Narayanan Sundaram ◽

Kurt Keutzer

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Graphics Processors ◽

Support Vector Machine Training

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Inverting the Viterbi algorithm

Proceedings of the 25th international conference on Machine learning - ICML '08 ◽

10.1145/1390156.1390270 ◽

2008 ◽

Author(s):

Michael Schnall-Levin ◽

Leonid Chindelevitch ◽

Bonnie Berger

Keyword(s):

Viterbi Algorithm

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