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» The Localization Hypothesis and Machines
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ALIFE
2007
13 years 11 months ago
The Localization Hypothesis and Machines
In a recent article in Artificial Life, Chu and Ho suggested that Rosen’s central result about the simulability of living systems might be flawed. This argument was later declare...
Dominique Chu, Weng Kin Ho
COLT
1998
Springer
14 years 3 months ago
Self Bounding Learning Algorithms
Most of the work which attempts to give bounds on the generalization error of the hypothesis generated by a learning algorithm is based on methods from the theory of uniform conve...
Yoav Freund
COLT
1993
Springer
14 years 3 months ago
Choosing a Reliable Hypothesis
William S. Evans, Sridhar Rajagopalan, Umesh V. Va...
DAGSTUHL
2004
14 years 8 days ago
Learning with Local Models
Next to prediction accuracy, the interpretability of models is one of the fundamental criteria for machine learning algorithms. While high accuracy learners have intensively been e...
Stefan Rüping