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» A Portfolio Approach to Algorithm Selection
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AICT
2008
IEEE
15 years 5 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 4 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 8 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
110
Voted
AAAI
2000
15 years 4 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 4 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