1474 search results - page 232 / 295 » Using Machine Learning to Focus Iterative Optimization |
124
Voted
MM
2010
ACM
15 years 2 months ago
2010
ACM
Quality control and resource optimization are challenging problems in peer-assisted video streaming systems, due to their large scales and unreliable peer behavior. Such systems a...
118
Voted
ECML
2003
Springer
15 years 7 months ago
2003
Springer
Abstract. Distributed heterogeneous search environments are an emerging phenomenon in Web search, in which topic-specific search engines provide search services, and metasearchers...
116
Voted
ICML
2007
IEEE
16 years 3 months ago
2007
IEEE
High dimensionality of POMDP's belief state space is one major cause that makes the underlying optimal policy computation intractable. Belief compression refers to the method...
116
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ICML
2004
IEEE
16 years 3 months ago
2004
IEEE
Feature selection is the task of choosing a small set out of a given set of features that capture the relevant properties of the data. In the context of supervised classification ...
108
Voted
ICML
1997
IEEE
16 years 3 months ago
1997
IEEE
Abstract: We investigate the structure of model selection problems via the bias/variance decomposition. In particular, we characterize the essential structure of a model selection ...