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» Information-theoretic metric learning

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EUROS
2006

80views Robotics» more EUROS 2006»

Incremental Learning of Task Sequences with Information-Theoretic Metrics

13 years 8 months ago

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Michael Pardowitz, Raoul Zöllner, Rüdige...

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COLT
2008
Springer

135views Machine Learning» more COLT 2008»

Finding Metric Structure in Information Theoretic Clustering

13 years 6 months ago

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We study the problem of clustering discrete probability distributions with respect to the Kullback-Leibler (KL) divergence. This problem arises naturally in many applications. Our...

Kamalika Chaudhuri, Andrew McGregor

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TDP
2010

99views more TDP 2010»

An information theoretic approach for privacy metrics

12 years 11 months ago

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Michele Bezzi

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AROBOTS
2000

96views more AROBOTS 2000»

Hierarchic Social Entropy: An Information Theoretic Measure of Robot Group Diversity

13 years 4 months ago

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As research expands in multiagent intelligent systems, investigators need new tools for evaluating the artificial societies they study. It is impossible, for example, to correlate ...

Tucker R. Balch

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ICML
2004
IEEE

133views Machine Learning» more ICML 2004»

An information theoretic analysis of maximum likelihood mixture estimation for exponential families

14 years 5 months ago

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