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Deep Learning Theory
Deep Learning Theory Professors in Global
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Professor
Mehrdad Mahdavi
Pennsylvania State University
United States of America
deep learning
computational learning theory
statistical learning theory
large-scale machine learning
computational statistical machine learning
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Professor
Gerasimos Spanakis
Maastricht University
Netherlands
deep learning
machine learning
neural networks
computational modeling
data mining
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Professor
Brokoslaw Laschowski
University of Toronto
Canada
deep learning
machine learning
neural networks
reinforcement learning
neural computation
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Professor
Semih Cayci
RWTH Aachen University
Germany
deep learning theory
machine learning
optimization theory
reinforcement learning
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Professor
Yee Teh
University of Oxford
United Kingdom
deep learning
machine learning
large scale machine learning
probabilistic learning
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Professor
Daniel Roy
University of Toronto
Canada
No active positions
deep learning
machine learning
statistical learning theory
decision theory
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Professor
Yarin Gal
University of Oxford
United Kingdom
machine learning
deep reinforcement learning
bayesian deep learning
deep probabilistic ai
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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
Sriram Subramanian
Carleton University
Canada
deep learning
machine learning
game theory
reinforcement learning
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Professor
Fotios Kokkotos
Boston University
United States of America
deep learning
machine learning
sampling theory
data mining
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Professor
Kevin Luck
Vrije Universiteit Amsterdam
Netherlands
deep learning
deep reinforcement learning
robot learning
reinforcement learning
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Professor
Yuxin Chen
University of Pennsylvania
United States of America
machine learning theory
information theory
statistical machine learning
reinforcement learning
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Professor
Melih Kandemir
University of Southern Denmark
Denmark
deep neural networks
machine learning
reinforcement learning
bayesian inference
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Professor
Eilyan Bitar
Cornell University
Netherlands
machine learning
game theory
information theory
control theory
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Professor
Nihar Shah
Carnegie Mellon University
United States of America
machine learning
game theory
information theory
statistical learning
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Professor
Pawel Herman
KTH Royal Institute of Technology
Sweden
machine learning
deep architectures
probability theory
artificial neural networks
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Professor
Jun Zhang
University of Michigan
United States of America
neural network theory
game theory
computational modeling
reinforcement learning
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Professor
Cai Kui
Singapore University of Technology and Design
Singapore
machine learning
information theory
communication theory
coding theory
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Professor
Qing Zhao
Cornell University
Netherlands
machine learning
machine learning systems
information theory
sequential decision theory
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Professor
Alexander Rakhlin
Massachusetts Institute of Technology
United States of America
machine learning
neural networks
reinforcement learning
statistical learning
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Professor
Kevin Tang
Cornell University
Netherlands
game theory
information theory
optimization theory
control theory
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