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» Base Logics in Argumentation
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NIPS
2004
15 years 8 months ago
Comparing Beliefs, Surveys, and Random Walks
Survey propagation is a powerful technique from statistical physics that has been applied to solve the 3-SAT problem both in principle and in practice. We give, using only probabi...
Erik Aurell, Uri Gordon, Scott Kirkpatrick
PDPTA
2003
15 years 8 months ago
Java Resources for Teaching Reinforcement Learning
— In this paper we present a library of classes for programming reinforcement learning simulations in Java. This library is based upon the standard by Sutton and Santamaria [1], ...
Amy J. Kerr, Todd W. Neller, Christopher J. La Pil...
143
Voted
CORR
2010
Springer
47views Education» more  CORR 2010»
15 years 6 months ago
Robustness and Generalization
We derive generalization bounds for learning algorithms based on their robustness: the property that if a testing sample is "similar" to a training sample, then the test...
Huan Xu, Shie Mannor
DCG
2008
88views more  DCG 2008»
15 years 6 months ago
On the Number of Birch Partitions
Birch and Tverberg partitions are closely related concepts from discrete geometry. We show two properties for the number of Birch partitions: Evenness, and a lower bound. This imp...
Stephan Hell
CORR
2007
Springer
112views Education» more  CORR 2007»
15 years 6 months ago
Precoding in Multiple-Antenna Broadcast Systems with a Probabilistic Viewpoint
—In this paper, we investigate the minimum average transmit energy that can be obtained in multiple antenna broadcast systems with channel inversion technique. The achievable gai...
Amin Mobasher, Amir K. Khandani