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126
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ICML
2008
IEEE
16 years 3 months ago
Fully distributed EM for very large datasets
In EM and related algorithms, E-step computations distribute easily, because data items are independent given parameters. For very large data sets, however, even storing all of th...
Jason Wolfe, Aria Haghighi, Dan Klein
103
Voted
ICML
2000
IEEE
16 years 3 months ago
Learning to Create Customized Authority Lists
The proliferation of hypertext and the popularity of Kleinberg's HITS algorithm have brought about an increased interest in link analysis. While HITS and its older relatives ...
Huan Chang, David Cohn, Andrew McCallum
ICRA
2009
IEEE
126views Robotics» more  ICRA 2009»
15 years 9 months ago
Finding the optimal strategies for robotic patrolling with adversaries in topologically-represented environments
Abstract— Using autonomous mobile robots to patrol environments for detecting intruders is a topic of increasing relevance for its possible applications. A large part of strategi...
Francesco Amigoni, Nicola Basilico, Nicola Gatti
191
Voted
IWCF
2009
Springer
15 years 9 months ago
Multimedia Forensics Is Not Computer Forensics
The recent popularity of research on topics of multimedia forensics justifies reflections on the definition of the field. This paper devises an ontology that structures forensi...
Rainer Böhme, Felix C. Freiling, Thomas Gloe,...
135
Voted
SIGIR
2009
ACM
15 years 9 months ago
Incorporating prior knowledge into a transductive ranking algorithm for multi-document summarization
This paper presents a transductive approach to learn ranking functions for extractive multi-document summarization. At the first stage, the proposed approach identifies topic th...
Massih-Reza Amini, Nicolas Usunier