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ALT
1993
Springer
13 years 11 months ago
On Aggregating Teams of Learning Machines
Sanjay Jain, Arun Sharma
ALT
1994
Springer
13 years 11 months ago
Explanation-Based Reuse of Prolog Programs
This paper presents a method of extracting subprograms from background knowledge. Most studies on learning logic programs so far developed are mainly concerned with pure Prolog, so...
Yasuyuki Koga, Eiju Hirowatari, Setsuo Arikawa
ALT
1994
Springer
13 years 11 months ago
Program Synthesis in the Presence of Infinite Number of Inaccuracies
Most studies modeling inaccurate data in Gold style learning consider cases in which the number of inaccuracies is finite. The present paper argues that this approach is not reaso...
Sanjay Jain
ALT
1994
Springer
13 years 11 months ago
Deductive Plan Generation
Wolfgang Bibel, Michael Thielscher
ALT
1994
Springer
13 years 11 months ago
On-line Learning with Malicious Noise and the Closure Algorithm
Peter Auer, Nicolò Cesa-Bianchi
ALT
1994
Springer
13 years 11 months ago
Classification Using Information
William I. Gasarch, Mark G. Pleszkoch, Mahendran V...
ICTAI
1993
IEEE
13 years 11 months ago
Robust Feature Selection Algorithms
Selecting a set of features which is optimal for a given task is a problem which plays an important role in a wide variety of contexts including pattern recognition, adaptive cont...
Haleh Vafaie, Kenneth DeJong
ICML
1996
IEEE
13 years 11 months ago
Representation Changes for Efficient Learning in Structural Domains
Jean-Daniel Zucker, Jean-Gabriel Ganascia
ICML
1996
IEEE
13 years 11 months ago
Discovering Structure in Multiple Learning Tasks: The TC Algorithm
Recently, there has been an increased interest in "lifelong" machine learning methods, that transfer knowledge across multiple learning tasks. Such methods have repeated...
Sebastian Thrun, Joseph O'Sullivan