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» Unsupervised Learning of Relations

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COLING
1996

94views Computational Linguistics» more COLING 1996»

Learning Part-of-Speech Guessing Rules from Lexicon: Extension to Non-Concatenative Operations

14 years 15 days ago

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One of the problems in part-of-speech tagging of real-word texts is that of unknown to the lexicon words. In (Mikheev, 1996), a technique for fully unsupervised statistical acquis...

Andrei Mikheev

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ICML
2000
IEEE

138views Machine Learning» more ICML 2000»

Relative Loss Bounds for Temporal-Difference Learning

14 years 12 months ago

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Jürgen Forster, Manfred K. Warmuth

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CEC
2007
IEEE

133views Artificial Intelligence» more CEC 2007»

Parallel learning in heterogeneous multi-robot swarms

14 years 5 months ago

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Abstract— Designing effective behavioral controllers for mobile robots can be difﬁcult and tedious; this process can be circumvented by using unsupervised learning techniques w...

Jim Pugh, Alcherio Martinoli

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SDM
2004
SIAM

218views Data Mining» more SDM 2004»

Mixture Density Mercer Kernels: A Method to Learn Kernels Directly from Data

14 years 16 days ago

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This paper presents a method of generating Mercer Kernels from an ensemble of probabilistic mixture models, where each mixture model is generated from a Bayesian mixture density e...

Ashok N. Srivastava

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ICML
2002
IEEE

106views Machine Learning» more ICML 2002»

Exploiting Relations Among Concepts to Acquire Weakly Labeled Training Data

14 years 12 months ago

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