2665 search results - page 161 / 533 » Bundle Methods for Machine Learning |
112
Voted
ECIR
2006
Springer
15 years 3 months ago
2006
Springer
Abstract. This paper describes an efficient method to construct reliable machine learning applications in peer-to-peer (P2P) networks by building ensemble based meta methods. We co...
137
Voted
ICML
2009
IEEE
16 years 2 months ago
2009
IEEE
Relational world models that can be learned from experience in stochastic domains have received significant attention recently. However, efficient planning using these models rema...
122
Voted
ICML
2008
IEEE
16 years 2 months ago
2008
IEEE
In many retrieval tasks, one important goal involves retrieving a diverse set of results (e.g., documents covering a wide range of topics for a search query). First of all, this r...
120
Voted
ICML
2005
IEEE
16 years 2 months ago
2005
IEEE
Unsupervised learning methods often involve summarizing the data using a small number of parameters. In certain domains, only a small subset of the available data is relevant for ...
147
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ICML
1995
IEEE
16 years 2 months ago
1995
IEEE
Understanding high-dimensional real world data usually requires learning the structure of the data space. The structure maycontain high-dimensional clusters that are related in co...