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ICML
2007
IEEE
14 years 11 months ago
A permutation-augmented sampler for DP mixture models
We introduce a new inference algorithm for Dirichlet process mixture models. While Gibbs sampling and variational methods focus on local moves, the new algorithm makes more global...
Percy Liang, Michael I. Jordan, Benjamin Taskar
VLDB
2003
ACM
114views Database» more  VLDB 2003»
14 years 10 months ago
Managing multiple and distributed ontologies on the Semantic Web
Abstract. In traditional software systems, significant attention is devoted to keeping modules well separated and coherent with respect to functionality, thus ensuring that changes...
Alexander Maedche, Boris Motik, Ljiljana Stojanovi...
SIGMOD
2007
ACM
138views Database» more  SIGMOD 2007»
14 years 10 months ago
Developmental informatics at IIT Bombay
IIT Bombay's Developmental Informatics Lab is a cross disciplinary group consisting of 6 faculty, 30 research staff and several students. The lab is working towards increasin...
Anil Bahuman, Chaitra Bahuman, Malati Baru, Subhas...
ICPR
2010
IEEE
14 years 5 months ago
Co-recognition of Actions in Video Pairs
In this paper, we present a method that recognizes single or multiple common actions between a pair of video sequences. We establish an energy function that evaluates geometric and...
Young Min Shin (Seoul National University), Minsu ...
ICML
2009
IEEE
14 years 5 months ago
Decision tree and instance-based learning for label ranking
The label ranking problem consists of learning a model that maps instances to total orders over a finite set of predefined labels. This paper introduces new methods for label ra...
Weiwei Cheng, Jens C. Huhn, Eyke Hüllermeier