COLT
1997
Springer
15 years 4 months ago
1997
Springer
76
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
145
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
: In this paper we prove sanity-check bounds for the error of the leave-one-out cross-validation estimate of the generalization error: that is, bounds showing that the worst-case e...
104
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
The problem of learning linear discriminant concepts can be solved by various mistake-driven update procedures, including the Winnow family of algorithms and the well-known Percep...
76
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
87
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
96
Voted
COLT
1997
Springer
15 years 4 months ago
1997
Springer
We relate two problems that have been explored in two distinct communities. The first is the problem of combining expert advice, studied extensively in the computational learning...
109
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COLT
1997
Springer
15 years 4 months ago
1997
Springer
Abstract. We propose a convex optimization approach to solving the nonparametric regression estimation problem when the underlying regression function is Lipschitz continuous. This...