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» Probabilistic Relational Models
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74
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ECSQARU
2001
Springer
15 years 5 months ago
Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning
Veronica Biazzo, Angelo Gilio, Thomas Lukasiewicz,...
106
Voted
AAAI
2008
15 years 2 months ago
Factored Models for Probabilistic Modal Logic
Modal logic represents knowledge that agents have about other agents' knowledge. Probabilistic modal logic further captures probabilistic beliefs about probabilistic beliefs....
Afsaneh Shirazi, Eyal Amir
SPEECH
2011
14 years 7 months ago
Combining localization cues and source model constraints for binaural source separation
We describe a system for separating multiple sources from a two-channel recording based on interaural cues and prior knowledge of the statistics of the underlying source signals. ...
Ron J. Weiss, Michael I. Mandel, Daniel P. W. Elli...
UAI
1998
15 years 1 months ago
Context-specific approximation in probabilistic inference
There is evidence that the numbers in probabilistic inference don't really matter. This paper considers the idea that we can make a probabilistic model simpler by making fewe...
David Poole
ML
2006
ACM
131views Machine Learning» more  ML 2006»
15 years 16 days ago
Markov logic networks
We propose a simple approach to combining first-order logic and probabilistic graphical models in a single representation. A Markov logic network (MLN) is a first-order knowledge b...
Matthew Richardson, Pedro Domingos