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Bayesian Deep Learning
Bayesian Deep Learning Professors in Global
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Professor
Yee Teh
University of Oxford
United Kingdom
deep learning
bayesian statistics
machine learning
bayesian nonparametrics
large scale machine learning
probabilistic learning
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Professor
Debdeep Pati
University of Wisconsin–Madison
United States of America
bayesian graphical models
bayesian methods
efficient bayesian computation
machine learning
approximate bayesian methods
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Professor
Gerasimos Spanakis
Maastricht University
Netherlands
deep learning
machine learning
computational modeling
neural networks
data mining
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Professor
Yanan Fan
University of New South Wales
Australia
bayesian computation
bayesian inference
approximate bayesian computation
bayesian nonparametrics
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Professor
Yarin Gal
University of Oxford
United Kingdom
bayesian deep learning
deep probabilistic ai
machine learning
deep reinforcement learning
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Professor
Xenia Miscouridou
Imperial College London
United Kingdom
bayesian statistical machine learning
deep learning
bayesian nonparametrics
deep generative models
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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
Qifan Song
Purdue University
United States of America
bayesian data science
deep learning
machine learning
massive data modeling
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Professor
Hina Shaheen
University of Manitoba
Canada
bayesian inference
machine learning
statistical machine learning
computational modelling
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Professor
Peter Mueller
University of Texas at Austin
United States of America
bayesian bioinformatics
nonparametric bayesian inference
computational methods in bayesian inference
bayesian adaptive clinical trial design
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Professor
Mogana Ganggayah
Monash University
Australia
deep learning
machine learning
predictive modeling
data mining
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Professor
Tahereh Koohi
University of New South Wales
Australia
deep learning
machine learning
neural networks
evolutionary algorithms
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Professor
Irina Rish
University of Montreal
Canada
deep learning
machine learning
probabilistic inference
biologically plausible reinforcement learning
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Professor
Mehrdad Mahdavi
Pennsylvania State University
United States of America
deep learning
large-scale machine learning
computational statistical machine learning
computational learning theory
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Professor
Dabao Zhang
Purdue University
United States of America
bayesian
machine learning
data mining
massive data modeling
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Professor
Edson Utazi
University of Southampton
United Kingdom
bayesian computation
bayesian inference
machine learning
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Professor
Mikhail Glazunov
Delft University of Technology
Netherlands
bayesian deep learning
deep learning
probabilistic modeling
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Professor
Ferenc Huszár
University of Cambridge
United Kingdom
bayesian machine learning
deep learning
machine learning
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Professor
Trevor Campbell
University of British Columbia
Canada
bayesian inference
bayesian theory
bayesian nonparametrics
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Professor
Jeremias Knoblauch
University College London
United Kingdom
bayesian inference
deep learning
bayesian methods
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Professor
Chris Maddison
University of Toronto
Canada
bayesian inference
deep learning
machine learning
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