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COLT
1994
Springer
13 years 8 months ago
1994
Springer
COLT
1994
Springer
13 years 8 months ago
1994
Springer
The best previous algorithmfor the matching shoulders lob-pass game, Abe and Takeuchi's (1993)ARTHUR, suffered O(t1
COLT
1994
Springer
13 years 8 months ago
1994
Springer
Realistic domains for learning possess regularities that make it possible to generalize experience across related states. This paper explores an environment-modeling framework tha...
COLT
1994
Springer
13 years 8 months ago
1994
Springer
We examine the relationship between the VCdimension and the number of parameters of a smoothly parametrized function class. We show that the VC-dimension of such a function class ...
COLT
1994
Springer
13 years 8 months ago
1994
Springer
In this paper we introduce and investigate a mathematically rigorous theory of learning curves that is based on ideas from statistical mechanics. The advantage of our theory over ...