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» Automatic Ordering of Subgoals - A Machine Learning Approach
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156
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SIGIR
2003
ACM
15 years 8 months ago
Text categorization by boosting automatically extracted concepts
Term-based representations of documents have found widespread use in information retrieval. However, one of the main shortcomings of such methods is that they largely disregard le...
Lijuan Cai, Thomas Hofmann
DAC
1999
ACM
16 years 4 months ago
LISA - Machine Description Language for Cycle-Accurate Models of Programmable DSP Architectures
Abstract { This paper presents the machine description language LISA for the generation of bitand cycle accurate models of DSP processors. Based on a behavioral operation descripti...
Stefan Pees, Andreas Hoffmann, Vojin Zivojnovic, H...
137
Voted
ICML
2010
IEEE
15 years 1 months ago
Learning optimally diverse rankings over large document collections
Most learning to rank research has assumed that the utility of different documents is independent, which results in learned ranking functions that return redundant results. The fe...
Aleksandrs Slivkins, Filip Radlinski, Sreenivas Go...
138
Voted
ICML
2010
IEEE
15 years 4 months ago
Bayesian Nonparametric Matrix Factorization for Recorded Music
Recent research in machine learning has focused on breaking audio spectrograms into separate sources of sound using latent variable decompositions. These methods require that the ...
Matthew D. Hoffman, David M. Blei, Perry R. Cook
129
Voted
IEICET
2008
136views more  IEICET 2008»
15 years 3 months ago
Bilingual Cluster Based Models for Statistical Machine Translation
We propose a domain specific model for statistical machine translation. It is wellknown that domain specific language models perform well in automatic speech recognition. We show ...
Hirofumi Yamamoto, Eiichiro Sumita