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» Algorithms for Learning Regular Expressions
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PKDD
2009
Springer
117views Data Mining» more  PKDD 2009»
15 years 6 months ago
New Regularized Algorithms for Transductive Learning
Abstract. We propose a new graph-based label propagation algorithm for transductive learning. Each example is associated with a vertex in an undirected graph and a weighted edge be...
Partha Pratim Talukdar, Koby Crammer
CORR
2010
Springer
137views Education» more  CORR 2010»
14 years 11 months ago
State Elimination Ordering Strategies: Some Experimental Results
Recently, the problem of obtaining a short regular expression equivalent to a given finite automaton has been intensively investigated. Algorithms for converting finite automata to...
Nelma Moreira, Davide Nabais, Rogério Reis
JC
2007
62views more  JC 2007»
14 years 11 months ago
On regularization algorithms in learning theory
Frank Bauer, Sergei V. Pereverzev, Lorenzo Rosasco
NIPS
2003
15 years 1 months ago
Measure Based Regularization
We address in this paper the question of how the knowledge of the marginal distribution P(x) can be incorporated in a learning algorithm. We suggest three theoretical methods for ...
Olivier Bousquet, Olivier Chapelle, Matthias Hein
160
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WIA
2009
Springer
15 years 6 months ago
Implementation of State Elimination Using Heuristics
Abstract. State elimination is an intuitive and easy-to-implement algorithm that computes a regular expression from a finite-state automaton (FA). The size of a regular expression...
Jae-Hee Ahn, Yo-Sub Han