ICML 1998 | Sciweavers

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ICML
1998
IEEE

149views Machine Learning» more ICML 1998»

An Analysis of Direct Reinforcement Learning in Non-Markovian Domains

15 years 1 months ago

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Mark D. Pendrith, Michael McGarity

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41

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ICML
1998
IEEE

169views Machine Learning» more ICML 1998»

Q2: Memory-Based Active Learning for Optimizing Noisy Continuous Functions

15 years 1 months ago

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This paper introduces a new algorithm, Q2, foroptimizingthe expected output ofamultiinput noisy continuous function. Q2 is designed to need only a few experiments, it avoids stron...

Andrew W. Moore, Jeff G. Schneider, Justin A. Boya...

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34

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ICML
1998
IEEE

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A Case Study in the Use of Theory Revision in Requirements Validation

15 years 1 months ago

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T. L. McCluskey, Margaret Mary West

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33

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ICML
1998
IEEE

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Improving Text Classification by Shrinkage in a Hierarchy of Classes

15 years 1 months ago

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Andrew McCallum, Ronald Rosenfeld, Tom M. Mitchell...

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50

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ICML
1998
IEEE

183views Machine Learning» more ICML 1998»

Employing EM and Pool-Based Active Learning for Text Classification

15 years 1 months ago

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This paper shows how a text classifier's need for labeled training documents can be reduced by taking advantage of a large pool of unlabeled documents. We modify the Query-by...

Andrew McCallum, Kamal Nigam

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33

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ICML
1998
IEEE

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Learning a Language-Independent Representation for Terms from a Partially Aligned Corpus

15 years 1 months ago

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Cross-language latent semantic indexing is a method that learns useful languageindependent vector representations of terms through a statistical analysis of a documentaligned text...

Michael L. Littman, Fan Jiang, Greg A. Keim

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44

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ICML
1998
IEEE

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Learning to Locate an Object in 3D Space from a Sequence of Camera Images

15 years 1 months ago

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Dimitris Margaritis, Sebastian Thrun

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86

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ICML
1998
IEEE

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Structural Machine Learning with Galois Lattice and Graphs

15 years 1 months ago

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Michel Liquiere, Jean Sallantin

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41

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ICML
1998
IEEE

209views Machine Learning» more ICML 1998»

An Information-Theoretic Definition of Similarity

15 years 1 months ago

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Similarity is an important and widely used concept. Previous definitions of similarity are tied to a particular application or a form of knowledge representation. We present an in...

Dekang Lin

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33

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ICML
1998
IEEE

133views Machine Learning» more ICML 1998»

Using Learning for Approximation in Stochastic Processes

15 years 1 months ago