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» On Learning Limiting Programs
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COLT
2004
Springer
15 years 7 months ago
Replacing Limit Learners with Equally Powerful One-Shot Query Learners
Different formal learning models address different aspects of human learning. Below we compare Gold-style learning—interpreting learning as a limiting process in which the lear...
Steffen Lange, Sandra Zilles
103
Voted
COLT
2006
Springer
15 years 6 months ago
Memory-Limited U-Shaped Learning
U-shaped learning is a learning behaviour in which the learner first learns a given target behaviour, then unlearns it and finally relearns it. Such a behaviour, observed by psych...
Lorenzo Carlucci, John Case, Sanjay Jain, Frank St...
91
Voted
EUROGP
2007
Springer
15 years 8 months ago
On the Limiting Distribution of Program Sizes in Tree-Based Genetic Programming
Riccardo Poli, William B. Langdon, Stephen Dignum
116
Voted
EUROGP
2009
Springer
132views Optimization» more  EUROGP 2009»
15 years 8 months ago
A Statistical Learning Perspective of Genetic Programming
Code bloat, the excessive increase of code size, is an important issue in Genetic Programming (GP). This paper proposes a theoretical analysis of code bloat in GP from the perspec...
Nur Merve Amil, Nicolas Bredeche, Christian Gagn&e...
76
Voted
ICFP
2001
ACM
16 years 2 months ago
Possibilities and Limitations of Call-by-Need Space Improvement
David Sands, Jörgen Gustavsson