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» Learning minimal abstractions
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COGSCI
2011
47views more  COGSCI 2011»
14 years 7 months ago
Phonological Abstraction in Processing Lexical-Tone Variation: Evidence From a Learning Paradigm
Holger Mitterer, Yiya Chen, Xiaolin Zhou
174
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BIOSTEC
2011
247views Healthcare» more  BIOSTEC 2011»
14 years 12 days ago
Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology
Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, ...
CONCUR
2012
Springer
13 years 2 months ago
A Theory of History Dependent Abstractions for Learning Interface Automata
Fides Aarts, Faranak Heidarian, Frits W. Vaandrage...
98
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COLT
2006
Springer
15 years 4 months ago
Online Variance Minimization
We design algorithms for two online variance minimization problems. Specifically, in every trial t our algorithms get a covariance matrix Ct and try to select a parameter vector wt...
Manfred K. Warmuth, Dima Kuzmin
PKDD
2009
Springer
184views Data Mining» more  PKDD 2009»
15 years 5 months ago
Boosting Active Learning to Optimality: A Tractable Monte-Carlo, Billiard-Based Algorithm
Abstract. This paper focuses on Active Learning with a limited number of queries; in application domains such as Numerical Engineering, the size of the training set might be limite...
Philippe Rolet, Michèle Sebag, Olivier Teyt...