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JMLR
2002
90views more  JMLR 2002»
15 years 6 months ago
Machine Learning with Data Dependent Hypothesis Classes
We extend the VC theory of statistical learning to data dependent spaces of classifiers. This theory can be viewed as a decomposition of classifier design into two components; the...
Adam Cannon, J. Mark Ettinger, Don R. Hush, Clint ...
CEEMAS
2003
Springer
16 years 5 hour ago
On a Dynamical Analysis of Reinforcement Learning in Games: Emergence of Occam's Razor
Modeling learning agents in the context of Multi-agent Systems requires an adequate understanding of their dynamic behaviour. Usually, these agents are modeled similar to the diï¬...
Karl Tuyls, Katja Verbeeck, Sam Maes
OOPSLA
2009
Springer
15 years 11 months ago
Agile anthropology and Alexander's architecture: an essay in three voices
During its formative decades the software community looked twice to the theories of ChristopherAlexander for inspiration, both times failing to completely master the architect’s...
Jenny Quillien, Pam Rostal, Dave West
CAISE
2009
Springer
15 years 10 months ago
The Problem of Transitivity of Part-Whole Relations in Conceptual Modeling Revisited
Abstract. Parthood is a relation of fundamental importance in a number of disciplines including cognitive science, linguistics and conceptual modeling. However, one classical probl...
Giancarlo Guizzardi
AAAI
1998
15 years 8 months ago
Supermodels and Robustness
When search techniques are used to solve a practical problem, the solution produced is often brittle in the sense that small execution difficulties can have an arbitrarily large e...
Matthew L. Ginsberg, Andrew J. Parkes, Amitabha Ro...