1419 search results - page 118 / 284 » Approximation Methods for Supervised Learning |
89
Voted
ICCV
2009
IEEE
16 years 5 months ago
2009
IEEE
This paper addresses the problem of automatic temporal
annotation of realistic human actions in video using mini-
mal manual supervision. To this end we consider two asso-
ciate...
103
Voted
KDD
2002
ACM
16 years 29 days ago
2002
ACM
Automated detection of the first document reporting each new event in temporally-sequenced streams of documents is an open challenge. In this paper we propose a new approach which...
129
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JMLR
2010
14 years 7 months ago
2010
Machine learning methods that can use additional knowledge in their inference process are central to the development of integrative bioinformatics. Inclusion of background knowled...
95
Voted
ICML
2005
IEEE
16 years 1 months ago
2005
IEEE
This paper presents a search algorithm for finding functions that are highly correlated with an arbitrary set of data. The functions found by the search can be used to approximate...
92
Voted
ICML
2010
IEEE
15 years 1 months ago
2010
IEEE
We develop a new algorithm, based on EM, for learning the Linear Dynamical System model. Called the method of Approximated Second-Order Statistics (ASOS) our approach achieves dra...