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Cognitive Model Priors for Predicting Human Decisions
Human decision-making underlies all economic behavior. For the past four...
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Predicting human decisions with behavioral theories and machine learning
Behavioral decision theories aim to explain human behavior. Can they hel...
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Neural Block Sampling
Efficient Monte Carlo inference often requires manual construction of mo...
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Gaussian Process Random Fields
Gaussian processes have been successful in both supervised and unsupervi...
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The Extended Parameter Filter
The parameters of temporal models, such as dynamic Bayesian networks, ma...
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Stuart J. Russell
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Professor of Computer Science and Smith-Zadeh Professor in Engineering, University of California, Berkeley, Founder and Vice-President at Bayesian Logic Inc., Adjunct Professor of Neurological Surgery at UCSF, Founder of Research group (Russell's Unusual Group of Students)- Berkeley Artificial Intelligence Research (BAIR) at UC Berkeley