ML Anthology
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28 papers
A Divergence Critic for Inductive Proof
Toby Walsh
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A Formal Framework for Speedup Learning from Problems and Solutions
Prasad Tadepalli, Balas K. Natarajan
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A Hierarchy of Tractable Subsets for Computing Stable Models
Rachel Ben-Eliyahu
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A Principled Approach Towards Symbolic Geometric Constraint Satisfaction
Sanjay Bhansali, Glenn A. Kramer, Tim J. Hoar
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Accelerating Partial-Order Planners: Some Techniques for Effective Search Control and Pruning
Alfonso Gerevini, Lenhart K. Schubert
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Active Learning with Statistical Models
David A. Cohn, Zoubin Ghahramani, Michael I. Jordan
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Adaptive Problem-Solving for Large-Scale Scheduling Problems: A Case Study
Jonathan Gratch, Steve A. Chien
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Characterizations of Decomposable Dependency Models (Research Note)
Luis M. de Campos
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Cue Phrase Classification Using Machine Learning
Diane J. Litman
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Exploiting Causal Independence in Bayesian Network Inference
Nevin Lianwen Zhang, David L. Poole
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Further Experimental Evidence Against the Utility of Occam's Razor
Geoffrey I. Webb
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Improved Use of Continuous Attributes in C4.5
J. Ross Quinlan
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Iterative Optimization and Simplification of Hierarchical Clusterings
Douglas H. Fisher
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Learning First-Order Definitions of Functions
J. Ross Quinlan
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Least Generalizations and Greatest Specializations of Sets of Clauses
Shan-Hwei Nienhuys-Cheng, Ronald de Wolf
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Logarithmic-Time Updates and Queries in Probabilistic Networks
Arthur L. Delcher, Adam J. Grove, Simon Kasif, Judea Pearl
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Mean Field Theory for Sigmoid Belief Networks
Lawrence K. Saul, Tommi S. Jaakkola, Michael I. Jordan
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Mechanisms for Automated Negotiation in State Oriented Domains
Gilad Zlotkin, Jeffrey S. Rosenschein
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MUSE CSP: An Extension to the Constraint Satisfaction Problem
Randall A. Helzerman, Mary P. Harper
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On Partially Controlled Multi-Agent Systems
Ronen I. Brafman, Moshe Tennenholtz
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Planning for Contingencies: A Decision-Based Approach
Louise Pryor, Gregg Collins
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Practical Methods for Proving Termination of General Logic Programs
Elena Marchiori
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Quantitative Results Comparing Three Intelligent Interfaces for Information Capture: A Case Study Adding Name Information into an Electronic Personal Organizer
Jeffrey C. Schlimmer, Patricia Crane Wells
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Quantum Computing and Phase Transitions in Combinatorial Search
Tad Hogg
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Reinforcement Learning: A Survey
Leslie Pack Kaelbling, Michael L. Littman, Andrew W. Moore
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Spatial Aggregation: Theory and Applications
Kenneth Yip, Feng Zhao
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The Design and Experimental Analysis of Algorithms for Temporal Reasoning
Peter van Beek, Dennis W. Manchak
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Well-Founded Semantics for Extended Logic Programs with Dynamic Preferences
Gerhard Brewka
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