Distribution Regression Professors in Global

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Rajesh Ranganath
New York University United States of America
machine learning
statistical inference
out-of-distribution detection
deep generative modeling
probabilistic inference
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Haobing Liu
Georgia Institute of Technology United States of America
statistical modeling
data mining
big data analysis
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Longxiu Huang
Michigan State University United States of America
machine learning
random tensor analysis
dynamical sampling
random matrix analysis
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Guang Lin
Purdue University United States of America
machine learning
predictive modeling
statistical learning
big data analysis
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Ivan Kryven
Utrecht University Netherlands
stochastic analysis
random graph representation
randomized algorithms
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James Green
Carleton University Canada
pattern classification
data mining
machine vision
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Eric Xing
Carnegie Mellon University United States of America
machine learning
statistical learning
data mining
probabilistic modeling
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Pascal Vincent
University of Montreal Canada
machine learning
pattern recognition
deep learning
neural networks
statistical models
representation learning
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Da Zhao
University of Melbourne Australia
machine learning
data analysis
statistical modeling
predictive modeling
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Polina Golland
Massachusetts Institute of Technology United States of America
statistical modeling
predictive modeling
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Jeff Bilmes
University of Washington United States of America
machine learning
statistical modeling
pattern classification
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Jeff Bilmes
University of Washington United States of America
machine learning
statistical modeling
pattern classification
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Manfred Kronz
Friedrich-Alexander-Universität Erlangen-Nürnberg Germany
statistical modeling
statistical analysis
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Aad Van Der Vaart
Delft University of Technology Netherlands
statistical modeling
statistical analysis
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Nataliya Laptyeva
Concordia University Canada
statistical modeling
statistical analysis
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Chunxi Jiao
University of New South Wales Australia
stochastic analysis
random coefficients
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Geurt Jongbloed
Delft University of Technology Netherlands
predictive modeling
statistical analysis
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Niloofar Jazaeri
University of Ottawa Canada
predictive modeling
statistical analysis
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Libo Li
University of Southampton United Kingdom
machine learning
statistical modeling
data mining
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Memta Jagtiani
University College London United Kingdom
statistical data analysis
statistical modeling
data mining
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Johan De Boeck
KU Leuven Belgium
machine learning
statistical modeling
data mining
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