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Random Tensor Models
Random Tensor Models Professors in Global
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Professor
Yuqi Gu
Columbia University
United States of America
tensor decompositions
deep generative models
probabilistic graphical models
statistical machine learning
latent variable models
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Professor
Ivan Kryven
Utrecht University
Netherlands
random matrices
randomized algorithms
random graph representation
random approximation algorithms
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Professor
Bryon Aragam
University of Chicago Booth School of Business
United States of America
deep generative models
probabilistic modeling
statistical machine learning
latent variable models
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Professor
Molei Tao
Georgia Institute of Technology
United States of America
machine learning
probabilistic machine learning
deep learning theory
generative modeling
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Professor
Jaime Ide
Yale University
United States of America
machine learning
predictive modeling
theoretical modeling
pattern recognition
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Professor
Nikolai Kühne
Aalborg University
Denmark
machine learning
sequence modelling
large language models
neural networks
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Professor
Pascal Vincent
University of Montreal
Canada
machine learning
statistical models
neural networks
pattern recognition
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Professor
Yang Zhang
University of Manitoba
Canada
matrix tensor theory
machine learning
neural networks
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Professor
Michał Dereziński
University of Michigan
United States of America
random matrix theory
machine learning
randomized numerical linear algebra
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Professor
A.c.c. Coolen
Radboud University
Netherlands
random networks
machine learning
neural networks
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Professor
Laurence Frank
Utrecht University
Netherlands
machine learning
randomized response
predictive modelling
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Professor
Matthias Winkel
University of Oxford
United Kingdom
tree-valued random processes
random hierarchies
random trees
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Professor
Jessica Sorrell
Johns Hopkins University
United States of America
machine learning
machine learning theory
machine learning algorithms
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Professor
Monika Eisenmann
Lund University
Sweden
randomized algorithms
machine learning
stochastic numerical analysis
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Professor
Alan Yuille
Johns Hopkins University
United States of America
machine learning
computational models
mathematical models
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Professor
Hossein Hassani
Toronto Metropolitan University
Canada
machine learning
large language models
vision language models
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Professor
Nanwei Wang
University of New Brunswick
Canada
machine learning
linear mixed models
bayesian model selection
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Professor
Ekta Vats
Uppsala University
Sweden
machine learning
large language models
vision-language models
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Professor
Ton Dieker
Columbia University
United States of America
random processes
predictive modeling
stochastic networks
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Professor
Sergio Chayet
University of Chicago
United States of America
stochastic models
game-theoretic models
queueing models
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Professor
Hina Shaheen
University of Manitoba
Canada
machine learning
statistical machine learning
computational modelling
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