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COLT
2003
Springer
15 years 10 months ago
Lower Bounds on the Sample Complexity of Exploration in the Multi-armed Bandit Problem
We consider the Multi-armed bandit problem under the PAC (“probably approximately correct”) model. It was shown by Even-Dar et al. [5] that given n arms, it suffices to play th...
Shie Mannor, John N. Tsitsiklis
ISVLSI
2002
IEEE
116views VLSI» more  ISVLSI 2002»
15 years 9 months ago
Multi-Output Timed Shannon Circuits
Timed Shannon circuits have been proposed as a synthesis approach for a low power optimization technique at the logic level since overall circuit switching probabilities may be re...
Mitchell A. Thornton, Rolf Drechsler, D. Michael M...
DIS
2001
Springer
15 years 9 months ago
Towards a Method of Searching a Diverse Theory Space for Scientific Discovery
Scientists need customizable tools to help them with discovery. We present an adjustable heuristic function for scientific discovery. This function may be considered in either a Mi...
Joseph Phillips
NLPRS
2001
Springer
15 years 9 months ago
Linguistic Techniques to Improve the Performance of Automatic Text Categorization
This paper presents a method for incorporating natural language processing into existing text categorization procedures. Three aspects are considered in the investigation: (i) a m...
Akiko N. Aizawa
EPS
1998
Springer
15 years 9 months ago
Evolutionary Search for Minimal Elements in Partially Ordered Finite Sets
The task of finding minimal elements of a partially ordered set is a generalization of the task of finding the global minimum of a real-valued function or of finding Pareto-optimal...
Günter Rudolph