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» Algorithms for Learning Regular Expressions
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PKDD
2009
Springer
117views Data Mining» more  PKDD 2009»
14 years 1 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»
13 years 7 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»
13 years 7 months ago
On regularization algorithms in learning theory
Frank Bauer, Sergei V. Pereverzev, Lorenzo Rosasco
NIPS
2003
13 years 8 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
WIA
2009
Springer
14 years 2 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