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Selection of Basis Functions in Regression as Search Guided by the Evidence

Published on Feb 25, 20073168 Views

Ignacio Barrio

LEARNING 2006 - Vilanova

Related categories

Machine Learning

Chapter list

Selection of Basis Functions in Regression as Search Guided by the Evidence00:00
Outline: Selection of Basis Functions00:26
Outline: Background00:55
Outline: SSGE01:23
Outline: Discussion 01:35
Selection of Basis Functions: Problem Definition pt 101:37
Selection of Basis Functions: Problem Definition pt 201:38
Selection of Basis Functions: Review of Methods pt 102:30
Selection of Basis Functions: Review of Methods pt 202:33
Selection of Basis Functions: This work pt 104:28
Selection of Basis Functions: This work pt 204:29
Background: Bayesian Interpolation pt 105:40
Background: Bayesian Interpolation pt 205:43
Background: Bayesian Interpolation pt 306:16
Background: Bayesian Interpolation pt 408:00
Background: Bayesian Interpolation pt 509:08
Background: Bayesian Interpolation pt 610:37
Background: Search Strategies pt 111:41
Background: Search Strategies pt 211:44
SSGE: Implementation pt 113:16
SSGE: Implementation pt 213:21
SSGE: Experiments pt 114:40
SSGE: Experiments pt 214:46
SSGE: Experiments pt 316:16
SSGE: Experiments pt 417:49