ML Anthology
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28 papers
A Counterexample to Theorems of Cox and Fine
Joseph Y. Halpern
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Committee-Based Sample Selection for Probabilistic Classifiers
Shlomo Argamon-Engelson, Ido Dagan
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Constructing Conditional Plans by a Theorem-Prover
Jussi Rintanen
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Cooperation Between Top-Down and Bottom-up Theorem Provers
Dirk Fuchs, Marc Fuchs
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Cox's Theorem Revisited (technical Addendum)
Joseph Y. Halpern
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Decentralized Markets Versus Central Control: A Comparative Study
Fredrik Ygge, Hans Akkermans
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Decision-Theoretic Planning: Structural Assumptions and Computational Leverage
Craig Boutilier, Thomas L. Dean, Steve Hanks
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Efficient Heuristic Hypothesis Ranking
Steve A. Chien, Andre Stechert, Darren Mutz
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Efficient Implementation of the Plan Graph in STAN
Derek Long, Maria Fox
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Evolutionary Algorithms for Reinforcement Learning
David E. Moriarty, Alan C. Schultz, John J. Grefenstette
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Extensible Knowledge Representation: The Case of Description Reasoners
Alexander Borgida
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Identifying Mislabeled Training Data
Carla E. Brodley, Mark A. Friedl
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Issues in Stacked Generalization
Kai Ming Ting, Ian H. Witten
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Learning to Order Things
William W. Cohen, Robert E. Schapire, Yoram Singer
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Markov Localization for Mobile Robots in Dynamic Environments
Dieter Fox, Wolfram Burgard, Sebastian Thrun
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Modeling Belief in Dynamic Systems, Part II: Revision and Update
Nir Friedman, Joseph Y. Halpern
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Order of Magnitude Comparisons of Distance
Ernest Davis
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Popular Ensemble Methods: An Empirical Study
David W. Opitz, Richard Maclin
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Probabilistic Deduction with Conditional Constraints over Basic Events
Thomas Lukasiewicz
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Reasoning About Minimal Belief and Negation as Failure
Riccardo Rosati
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Semantic Similarity in a Taxonomy: An Information-Based Measure and Its Application to Problems of Ambiguity in Natural Language
Philip Resnik
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Solving Highly Constrained Search Problems with Quantum Computers
Tad Hogg
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Squeaky Wheel Optimization
David E. Joslin, David P. Clements
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The Complexity of Reasoning About Spatial Congruence
Matteo Cristani
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The Good Old Davis-Putnam Procedure Helps Counting Models
Elazar Birnbaum, Eliezer L. Lozinskii
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Unifying Class-Based Representation Formalisms
Diego Calvanese, Maurizio Lenzerini, Daniele Nardi
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Variational Cumulant Expansions for Intractable Distributions
David Barber, Piërre van de Laar
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Variational Probabilistic Inference and the QMR-DT Network
Tommi S. Jaakkola, Michael I. Jordan
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