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» A Portfolio Approach to Algorithm Selection
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AICT
2008
IEEE
15 years 8 months ago
Towards Efficient Service Placement and Server Selection for Large-Scale Deployments
Currently many service providers offer their services using a private and proprietary hard- and software infrastructure. These infrastructures often share many similarities. Hence...
Jeroen Famaey, Tim Wauters, Filip De Turck, Bart D...
ICML
2010
IEEE
15 years 7 months ago
Feature Selection Using Regularization in Approximate Linear Programs for Markov Decision Processes
Approximate dynamic programming has been used successfully in a large variety of domains, but it relies on a small set of provided approximation features to calculate solutions re...
Marek Petrik, Gavin Taylor, Ronald Parr, Shlomo Zi...
GECCO
2004
Springer
15 years 11 months ago
Self Adaptation of Operator Rates in Evolutionary Algorithms
Abstract. This work introduces a new evolutionary algorithm that adapts the operator probabilities (rates) while evolves the solution of the problem. Each individual encodes its ge...
Jonatan Gomez
AAAI
2000
15 years 7 months ago
Estimating Word Translation Probabilities from Unrelated Monolingual Corpora Using the EM Algorithm
Selecting the right word translation among several options in the lexicon is a core problem for machine translation. We present a novel approach to this problem that can be traine...
Philipp Koehn, Kevin Knight
COLING
1994
15 years 7 months ago
A Part-of-Speech-Based Alignment Algorithm
To align bilingual texts becomes a crucial issue recently. Rather than using length-based or translation-based criterion, a part-of-speech-based criterion is proposed. We postulat...
Kuang-Hua Chen, Hsin-Hsi Chen