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Graph Based Learning
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Professor
Yuhong Guo
Carleton University
Canada
self-supervised learning
reinforcement learning
representation learning
federated learning
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Professor
Yuhong Guo
Carleton University
Canada
self-supervised learning
reinforcement learning
representation learning
federated learning
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Professor
Pascal Poupart
University of Waterloo
Canada
self-supervised learning
reinforcement learning
federated learning
causal learning
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Professor
Pieter Abbeel
University of California, Berkeley
United States of America
imitation learning
deep learning
reinforcement learning
transfer learning
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Professor
Jason Rosenblum
University of Texas at Austin
United States of America
experiential game-based learning
ai-enhanced instruction
technology-supported learning
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Professor
Jan Vermunt
Eindhoven University of Technology
Belgium
challenge-based learning
self-regulated learning
student learning
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Professor
Benedek Kurdi
University of Illinois
United States of America
learning
reinforcement learning
causal learning
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Professor
Qingyun Wu
Pennsylvania State University
United States of America
learning
reinforcement learning
automated machine learning
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Professor
Nicholas Rhinehart
University of Toronto
Canada
robot learning
imitation learning
deep learning
reinforcement learning
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Professor
Sarthak Yadav
Aalborg University
Denmark
self-supervised learning
deep learning
representation learning
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Professor
Randall Balestriero
Brown University
United States of America
self-supervised learning
deep learning
representation learning
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Professor
Samory Kpotufe
Columbia University
United States of America
adaptive learning
multi-task learning
transfer learning
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Professor
Kurt Driessens
Maastricht University
Netherlands
relational learning
reinforcement learning
transfer learning
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Professor
Kurt Driessens
Maastricht University
Netherlands
relational learning
reinforcement learning
transfer learning
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Professor
Rudolf Lioutikov
University of Texas at Austin
United States of America
imitation learning
reinforcement learning
structure learning
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Professor
Linus Ericsson
University of Glasgow
United Kingdom
multi-modal learning
representation learning
automated machine learning
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Professor
Yue Tan
University of New South Wales
Australia
multimodal learning
representation learning
federated learning
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Professor
Fei Wang
Cornell University
Netherlands
knowledge graphs
multi-modal learning
federated learning
transfer learning
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Professor
Fei Wang
Cornell University
Netherlands
knowledge graph
multi-modal learning
federated learning
transfer learning
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Professor
C. Green
University of Wisconsin–Madison
United States of America
human learning
perceptual learning
motor learning
depth learning
transfer learning
cognitive learning
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Professor
Yichen Zhang
Purdue University
United States of America
distributed learning
multi-task learning
reinforcement learning
transfer learning
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