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SDM
2012
SIAM
294views Data Mining» more  SDM 2012»
13 years 7 months ago
Kernelized Probabilistic Matrix Factorization: Exploiting Graphs and Side Information
We propose a new matrix completion algorithm— Kernelized Probabilistic Matrix Factorization (KPMF), which effectively incorporates external side information into the matrix fac...
Tinghui Zhou, Hanhuai Shan, Arindam Banerjee, Guil...
IROS
2008
IEEE
146views Robotics» more  IROS 2008»
15 years 11 months ago
Optimal distributed planning for self assembly of modular manipulators
— We describe algorithms to build self-assembling robot systems composed of active modular robots and passive bars. The distributed algorithms are based on locally optimal matchi...
Seung-kook Yun, Daniela Rus
142
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CIVR
2004
Springer
100views Image Analysis» more  CIVR 2004»
15 years 10 months ago
STRICT: An Image Retrieval Platform for Queries Based on Regional Content
This paper presents a CBIR system that is based on a segmented representation of image content. It compares regional features using fuzzy similarity, which have been shown to be ps...
Jean-François Omhover, Marcin Detyniecki
CDC
2009
IEEE
133views Control Systems» more  CDC 2009»
15 years 2 months ago
Bertrand games between multi-class queues
We develop a framework to study differentiated services when there are competing network providers. We adopt a multi-class queueing model, where providers post prices for various s...
Parijat Dube, Rahul Jain
JMLR
2011
93views more  JMLR 2011»
14 years 12 months ago
Time Series Analysis with the Causality Workbench
The Causality Workbench project is an environment to test causal discovery algorithms. Via a web portal (http://clopinet.com/causality), it provides a number of resources, includi...
Isabelle Guyon, Alexander Satnikov, Constantin F. ...