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» Randomized Algorithms and Complexity Theory
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CORR
2008
Springer
84views Education» more  CORR 2008»
15 years 3 months ago
The Latent Relation Mapping Engine: Algorithm and Experiments
Many AI researchers and cognitive scientists have argued that analogy is the core of cognition. The most influential work on computational modeling of analogy-making is Structure ...
Peter D. Turney
138
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ADHOCNOW
2006
Springer
15 years 9 months ago
Initialization for Ad Hoc Radio Networks with Carrier Sensing and Collision Detection
We consider an ad-hoc network consisting of devices that try to gain access for transmission through a shared communication channel. We redesign randomized protocol of Cai, Lu and ...
Jacek Cichon, Miroslaw Kutylowski, Marcin Zawada
147
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COCO
1998
Springer
123views Algorithms» more  COCO 1998»
15 years 7 months ago
Isolation, Matching, and Counting
We show that the perfect matching problem is in the complexity class SPL in the nonuniform setting. This provides a better upper bound on the complexity of the matching problem, a...
Eric Allender, Klaus Reinhardt
CORR
2008
Springer
72views Education» more  CORR 2008»
15 years 3 months ago
Statistical Learning of Arbitrary Computable Classifiers
Statistical learning theory chiefly studies restricted hypothesis classes, particularly those with finite Vapnik-Chervonenkis (VC) dimension. The fundamental quantity of interest i...
David Soloveichik
137
Voted
MP
2007
95views more  MP 2007»
15 years 3 months ago
Smoothed analysis of integer programming
We present a probabilistic analysis of integer linear programs (ILPs). More specifically, we study ILPs in a so-called smoothed analysis in which it is assumed that first an adve...
Heiko Röglin, Berthold Vöcking