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» On the Relative Sizes of Learnable Sets
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ALT
1995
Springer
13 years 11 months ago
Learning Unions of Tree Patterns Using Queries
This paper characterizes the polynomial time learnability of TPk, the class of collections of at most k rst-order terms. A collection in TPk de nes the union of the languages de n...
Hiroki Arimura, Hiroki Ishizaka, Takeshi Shinohara
COLT
2000
Springer
13 years 11 months ago
Average-Case Complexity of Learning Polynomials
The present paper deals with the averagecase complexity of various algorithms for learning univariate polynomials. For this purpose an appropriate framework is introduced. Based o...
Frank Stephan, Thomas Zeugmann
IANDC
2006
102views more  IANDC 2006»
13 years 7 months ago
Polynomial certificates for propositional classes
This paper studies the complexity of learning classes of expressions in propositional logic from equivalence queries and membership queries. In particular, we focus on bounding th...
Marta Arias, Aaron Feigelson, Roni Khardon, Rocco ...
INFSOF
2002
78views more  INFSOF 2002»
13 years 7 months ago
Flow insensitive points-to sets
Pointer analysis is an important part of source code analysis. Many programs that manipulate source code take points-to sets as part of their input. Points-to related data collect...
Paul Anderson, David Binkley, Genevieve Rosay, Tim...
ALT
1998
Springer
13 years 11 months ago
Predictive Learning Models for Concept Drift
Concept drift means that the concept about which data is obtained may shift from time to time, each time after some minimum permanence. Except for this minimum permanence, the con...
John Case, Sanjay Jain, Susanne Kaufmann, Arun Sha...