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Approximate Bayesian Methods
Approximate Bayesian Methods Professors in Global
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Professor
Debdeep Pati
University of Wisconsin–Madison
United States of America
approximate bayesian methods
bayesian methods
efficient bayesian computation
bayesian graphical models
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Professor
Yanan Fan
University of New South Wales
Australia
approximate bayesian computation
bayesian computation
bayesian inference
bayesian nonparametrics
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Professor
Paul Arora
University of Toronto
Canada
bayesian statistics
bayesian networks
statistical methods
comparative effectiveness methods
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Professor
Sharmistha Guha
Texas A&M University
United States of America
bayesian high dimensional regression
bayesian object-oriented regression
bayesian causal inference
bayesian nonparametric mixture models
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Professor
Umberto Picchini
University of Gothenburg
Sweden
approximate bayesian computation
bayesian computational methods
likelihood-free methods
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Professor
Haziq Jamil
London School of Economics and Political Science
United Kingdom
approximate bayesian methods
statistical methods
scalable estimation methods
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Professor
Ammar Sarhan
Dalhousie University
Canada
bayesian methods
non-bayesian methods
statistical methods
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Professor
Geoff Nicholls
University of Oxford
United Kingdom
bayesian statistical methods
applied bayesian inference
variational methods
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Professor
Theo Damoulas
University of Warwick
United Kingdom
approximate inference methodologies
bayesian statistics
bayesian nonparametrics
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Professor
Trevor Campbell
University of British Columbia
Canada
bayesian inference
bayesian theory
bayesian nonparametrics
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Professor
Tom Rainforth
University of Oxford
United Kingdom
approximate inference
bayesian experimental design
probabilistic data-efficient approaches
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Professor
Peter Mueller
University of Texas at Austin
United States of America
computational methods in bayesian inference
bayesian bioinformatics
nonparametric bayesian inference
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Professor
Oleg Pikhurko
University of Warwick
United Kingdom
probabilistic methods
algebraic methods
analytic methods
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Professor
Moses Chan
Northwestern University
United States of America
bayesian emulation
computational methods
gaussian process methods
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Professor
Mohammad Salavatipour
University of Alberta
Canada
approximation algorithms
hardness approximation
probabilistic randomized algorithms
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Professor
John Anderson
Carnegie Mellon University
United States of America
mathematical methods
computational methods
statistical methods
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Professor
Dave Touretzky
Carnegie Mellon University
United States of America
mathematical methods
computational methods
statistical methods
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Professor
Herta Fitzer
University of Heidelberg
Germany
bayesian inference
numerical methods
multiscale methods
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Professor
Monique Laurent
Tilburg University
Netherlands
algebraic methods
combinatorial methods
geometric methods
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Professor
Jun Zhang
University of Michigan
United States of America
quantitative methods
bayesian decision theory
qualitative approaches
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Professor
Caleb Pomeroy
University of Toronto
Canada
computational methods
statistical methods
experimental methods
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