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AAAI
2010
15 years 3 months ago
Active Inference for Collective Classification
Labeling nodes in a network is an important problem that has seen a growing interest. A number of methods that exploit both local and relational information have been developed fo...
Mustafa Bilgic, Lise Getoor
IJCAI
2007
15 years 3 months ago
Counting Complexity of Propositional Abduction
Abduction is an important method of non-monotonic reasoning with many applications in artificial intelligence and related topics. In this paper, we concentrate on propositional ab...
Miki Hermann, Reinhard Pichler
81
Voted
CORR
2010
Springer
89views Education» more  CORR 2010»
15 years 2 months ago
The SIMO Pre-Log Can Be Larger Than the SISO Pre-Log
Abstract--We establish a lower bound on the noncoherent capacity pre-log of a temporally correlated Rayleigh block-fading single-input multiple-output (SIMO) channel. Surprisingly,...
Veniamin I. Morgenshtern, Giuseppe Durisi, Helmut ...
90
Voted
COLT
2008
Springer
15 years 3 months ago
Learning from Collective Behavior
Inspired by longstanding lines of research in sociology and related fields, and by more recent largepopulation human subject experiments on the Internet and the Web, we initiate a...
Michael Kearns, Jennifer Wortman
ISMIR
2004
Springer
104views Music» more  ISMIR 2004»
15 years 7 months ago
Organizing digital music for use: an examination of personal music collections
Current research on music information retrieval and music digital libraries focuses on providing access to huge, public music collections. In this paper we consider a different, b...
Steve Jones, Sally Jo Cunningham, Matt Jones