Keyword : PAC-learning


Polynomial Learnability of Stochastic Rules with Respect to the KL-Divergence and Quadratic Distance
Naoki ABE Jun-ichi TAKEUCHI Manfred K. WARMUTH 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/03/01
Vol. E84-D  No. 3 ; pp. 299-316
Type of Manuscript:  PAPER
Category: Theory of Automata, Formal Language Theory
Keyword: 
PAC-learningKL-divergencequadratic-distancestochastic rulesp-concepts
 Summary | Full Text:PDF(561KB)

Learning Theory Toward Genome Informatics
Satoru MIYANO 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 1995/05/25
Vol. E78-D  No. 5 ; pp. 560-567
Type of Manuscript:  Special Section PAPER (Special Issue on Algorithmic Learning Theory)
Category: Machine Learning and Its Applications
Keyword: 
PAC-learningcomputational complexityknowledge acquisitiongenome informaics
 Summary | Full Text:PDF(765.2KB)