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Proto-value Functions: A Laplacian Framework for Learning Representation and Control in Markov Decision Processes.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2169
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- Article
Online Learning of Multiple Tasks with a Shared Loss.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2233
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- Article
Euclidean Embedding of Co-occurrence Data.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2265
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- Article
Harnessing the Expertise of 70,000 Human Editors: Knowledge-Based Feature Generation for Text Categorization.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2297
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- Article
AdaBoost is Consistent.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2347
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- Article
The On-Line Shortest Path Problem Under Partial Monitoring.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2369
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- Article
The Locally Weighted Bag of Words Framework for Document Representation.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2405
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- Article
The Need for Open Source Software in Machine Learning.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2443
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- Article
On the Representer Theorem and Equivalent Degrees of Freedom of SVR.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2467
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- Article
Nonlinear Estimators and Tail Bounds for Dimension Reduction in l<sub>1</sub> Using Cauchy Random Projections.
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- Journal of Machine Learning Research, 2007, v. 8, n. 10, p. 2497
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- Article