3694 search results - page 241 / 739 » Stochastic complexity in learning |
155
click to vote
ICDAR
2005
IEEE
15 years 11 months ago
2005
IEEE
In the field of computer analysis of document images, the problems of physical and logical layout analysis have been approached through a variety of heuristic, rule-based, and gr...
160
click to vote
IDA
2009
Springer
16 years 16 days ago
2009
Springer
Abstract. Binary Factor Analysis (BFA) is a typical problem of Independent Component Analysis (ICA) where the signal sources are binary. Parameter learning and model selection in B...
176
click to vote
COCO
2001
Springer
15 years 10 months ago
2001
Springer
Motivated by recent work on quantum black-box query complexity, we consider quantum versions of two wellstudied models of learning Boolean functions: Angluin’s model of exact le...
156
click to vote
ICML
2004
IEEE
16 years 6 months ago
2004
IEEE
We present a generalization of the nonnegative matrix factorization (NMF), where a multilayer generative network with nonnegative weights is used to approximate the observed nonne...
140
click to vote
ECAI
2004
Springer
15 years 11 months ago
2004
Springer
In this paper we propose a novel classification algorithm that fits models of different complexity on separate regions of the input space. The goal is to achieve a balance betwee...