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INFOVIS
2002
IEEE
14 years 3 months ago
Interactive Information Visualization of a Million Items
Existing information visualization techniques are usually limited to the display of a few thousand items. This article describes new interactive techniques capable of handling a m...
Jean-Daniel Fekete, Catherine Plaisant
CVPR
2011
IEEE
13 years 8 months ago
Distributed Message Passing for Large Scale Graphical Models
In this paper we propose a distributed message-passing algorithm for inference in large scale graphical models. Our method can handle large problems efficiently by distributing a...
Alexander Schwing, Hazan Tamir, Marc Pollefeys, Ra...
INFOVIS
2000
IEEE
14 years 3 months ago
Lighthouse: Showing the Way to Relevant Information
Lighthouse is an on-line interface for a Web-based information retrieval system. It accepts queries from a user, collects the retrieved documents from the search engine, organizes...
Anton Leuski, James Allan
CVPR
2011
IEEE
13 years 7 months ago
Learning Message-Passing Inference Machines for Structured Prediction
Nearly every structured prediction problem in computer vision requires approximate inference due to large and complex dependencies among output labels. While graphical models prov...
Stephane Ross, Daniel Munoz, J. Andrew Bagnell
UAI
2008
14 years 8 days ago
Complexity of Inference in Graphical Models
It is well-known that inference in graphical models is hard in the worst case, but tractable for models with bounded treewidth. We ask whether treewidth is the only structural cri...
Venkat Chandrasekaran, Nathan Srebro, Prahladh Har...