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» Learning minimal abstractions
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BIOSTEC
2011
247views Healthcare» more  BIOSTEC 2011»
14 years 3 months ago
Kinetic Models and Qualitative Abstraction for Relational Learning in Systems Biology
Gabriel Synnaeve, Katsumi Inoue, Andrei Doncescu, ...
127
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CONCUR
2012
Springer
13 years 6 months ago
A Theory of History Dependent Abstractions for Learning Interface Automata
Fides Aarts, Faranak Heidarian, Frits W. Vaandrage...
COLT
2006
Springer
15 years 7 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 8 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...