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PVLDB
2008
122views more  PVLDB 2008»
15 years 23 days ago
Exploiting shared correlations in probabilistic databases
There has been a recent surge in work in probabilistic databases, propelled in large part by the huge increase in noisy data sources -from sensor data, experimental data, data fro...
Prithviraj Sen, Amol Deshpande, Lise Getoor
JOCN
2010
65views more  JOCN 2010»
14 years 11 months ago
Roles of Medial Prefrontal Cortex and Orbitofrontal Cortex in Self-evaluation
■ Empirical investigations of the relation of frontal lobe function evaluation have mostly examined the evaluation of abstract qualities in relation to self versus other people....
Jennifer S. Beer, Michael V. Lombardo, Jamil Palac...
KDD
2009
ACM
191views Data Mining» more  KDD 2009»
16 years 1 months ago
Efficient methods for topic model inference on streaming document collections
Topic models provide a powerful tool for analyzing large text collections by representing high dimensional data in a low dimensional subspace. Fitting a topic model given a set of...
Limin Yao, David M. Mimno, Andrew McCallum
ALT
2008
Springer
15 years 10 months ago
Nonparametric Independence Tests: Space Partitioning and Kernel Approaches
Abstract. Three simple and explicit procedures for testing the independence of two multi-dimensional random variables are described. Two of the associated test statistics (L1, log-...
Arthur Gretton, László Györfi
SPIN
2007
Springer
15 years 7 months ago
Generating Counter-Examples Through Randomized Guided Search
Abstract. Computational resources are increasing rapidly with the explosion of multi-core processors readily available from major vendors. Model checking needs to harness these res...
Neha Rungta, Eric G. Mercer