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» On the Complexity of Theory Curbing
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APAL
2007
131views more  APAL 2007»
15 years 6 months ago
Bounded fixed-parameter tractability and reducibility
We study a refined framwork of parameterized complexity theory where the parameter dependendence of fixed-parameter tractable algorithms is not arbitrary, but restricted by a fu...
Rod Downey, Jörg Flum, Martin Grohe, Mark Wey...
IOR
2002
179views more  IOR 2002»
15 years 6 months ago
Decision Analysis: A Personal Account of How It Got Started and Evolved
Then these analytically motivated abstractions were gradually made more intricate as the body of mathematical techniques grew. The trend went from elementary analysis of complex, i...
Howard Raiffa
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
15 years 11 months 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 di...
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