2683 search results - page 243 / 537 » Machine learning problems from optimization perspective |
100
Voted
CSDA
2008
15 years 3 months ago
2008
We discuss optimal design problems for a popular method of series estimation in regression problems. Commonly used design criteria are based on the generalized variance of the est...
138
Voted
COLT
1995
Springer
15 years 6 months ago
1995
Springer
The Noise Sensitivity Signature (NSS), originally introduced by Grossman and Lapedes (1993), was proposed as an alternative to cross validation for selecting network complexity. I...
122
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ICML
1994
IEEE
15 years 6 months ago
1994
IEEE
This paper describes a new methodfor inducing logic programs from examples which attempts to integrate the best aspects of existingILP methodsintoa singlecoherent framework. In pa...
118
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EACL
2003
ACL Anthology
15 years 4 months ago
2003
ACL Anthology
Disfluent speech adds to the difficulty of processing spoken language utterances. In this paper we concentrate on identifying one disfluency phenomenon: fragmented words. Our d...
130
Voted
ICML
2001
IEEE
16 years 4 months ago
2001
IEEE
A single signal processing algorithm can be represented by many mathematically equivalent formulas. However, when these formulas are implemented in code and run on real machines, ...