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» Algorithmic Randomness of Closed Sets
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133
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COLT
1998
Springer
15 years 7 months ago
Improved Boosting Algorithms using Confidence-Rated Predictions
Abstract. We describe several improvements to Freund and Schapire's AdaBoost boosting algorithm, particularly in a setting in which hypotheses may assign confidences to each o...
Robert E. Schapire, Yoram Singer
111
Voted
CP
2008
Springer
15 years 5 months ago
Experimenting with Small Changes in Conflict-Driven Clause Learning Algorithms
Experimentation of new algorithms is the usual companion section of papers dealing with SAT. However, the behavior of those algorithms is so unpredictable that even strong experime...
Gilles Audemard, Laurent Simon
102
Voted
CORR
2008
Springer
63views Education» more  CORR 2008»
15 years 3 months ago
Two Remarkable Computational Competencies of the Simple Genetic Algorithm
Since the inception of genetic algorithmics the identification of computational efficiencies of the simple genetic algorithm (SGA) has been an important goal. In this paper we dist...
Keki M. Burjorjee
146
Voted
JMLR
2006
206views more  JMLR 2006»
15 years 3 months ago
New Algorithms for Efficient High-Dimensional Nonparametric Classification
This paper is about non-approximate acceleration of high-dimensional nonparametric operations such as k nearest neighbor classifiers. We attempt to exploit the fact that even if w...
Ting Liu, Andrew W. Moore, Alexander G. Gray
165
Voted
ICDCS
1997
IEEE
15 years 7 months ago
Two New Quorum Based Algorithms for Distributed Mutual Exclusion
Two novel suboptimal algorithms for mutual exclusion in distributed systems are presented. One is based on the modi cation of Maekawa's grid based quorum scheme. The size of ...
Wai-Shing Luk, Tien-Tsin Wong