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» Learning and Generalization with the Information Bottleneck
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MM
2010
ACM
115views Multimedia» more  MM 2010»
14 years 8 months ago
Interactive learning of heterogeneous visual concepts with local features
In the context of computer-assisted plant identification we are facing challenging information retrieval problems because of the very high within-class variability and of the lim...
Wajih Ouertani, Michel Crucianu, Nozha Boujemaa
WWW
2007
ACM
15 years 10 months ago
Web projections: learning from contextual subgraphs of the web
Graphical relationships among web pages have been leveraged as sources of information in methods for ranking search results. To date, specific graphical properties have been used ...
Jure Leskovec, Susan T. Dumais, Eric Horvitz
DAGSTUHL
2007
14 years 11 months ago
Incentive Compatible Regression Learning
We initiate the study of incentives in a general machine learning framework. We focus on a game-theoretic regression learning setting where private information is elicited from mu...
Ofer Dekel, Felix A. Fischer, Ariel D. Procaccia
SIGDOC
2005
ACM
15 years 3 months ago
Information fragments for a pervasive world
Is the second paragraph dead? Technology and users are tending to create and consume information in ever decreasing chunks, forcing content creators to create shorter fragments of...
Russell Beale
PEWASUN
2008
ACM
14 years 11 months ago
The impact of delayed topology information in proactive routing protocols for MANETS
In the design of many proactive routing protocols for MANETs, it is often assumed that topology information is disseminated instantly and error free. Exceptions include hazysighte...
Andres Medina, Stephan Bohacek