Robust Machine Learning Professors in Global

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Chris De Sa
Cornell University Netherlands
high-performance machine learning
deep learning
machine learning frameworks
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Saikat Chatterjee
Royal Institute of Technology Sweden
statistical machine learning
deep learning
explainable machine learning
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Samy Bengio
École Polytechnique Fédérale de Lausanne Switzerland
machine learning
statistical machine learning
deep learning
representation learning
large language models
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Lei Ding
University of Manitoba Canada
statistical machine learning
deep learning
large language models
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Yuxin Chen
University of Pennsylvania United States of America
statistical machine learning
reinforcement learning
machine learning theory
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Tal Kachman
Radboud University Netherlands
machine learning
deep learning
reinforcement learning
financial machine learning
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Hossein Hassani
Toronto Metropolitan University Canada
machine learning
deep learning
reinforcement learning
large language models
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Varun Kanade
University of Oxford United Kingdom
deep learning
randomised algorithms
computational learning
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Frank Wood
University of British Columbia Canada
reinforcement learning
applied probabilistic machine learning
deep generative modeling
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Muhammad Hafez
University of Southampton United Kingdom
robot learning
reinforcement learning
continual robot learning
large language models
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Yaoliang Yu
University of Waterloo Canada
robust stochastic optimization
robustness
machine learning
representation learning
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Huan Yu
University of Southampton United Kingdom
robust optimization
reinforcement learning
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Constantine Caramanis
University of Texas at Austin United States of America
robust optimization
machine learning
reinforcement learning
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Swati Gupta
Georgia Institute of Technology United States of America
robust optimization
online machine learning
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Hanqing Zhao
Laval University Canada
robust optimization
machine learning
intelligent robotics
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Houra Mahmoudzadeh
University of Waterloo Canada
robust optimization
large-scale optimization
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Hossein Hashemi Doulabi
Concordia University Canada
robust optimization
large-scale optimization
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Anastasios Magdalinos
University of Southampton United Kingdom
robust inference
predictive regressions
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Yudong Chen
University of Warwick United Kingdom
robust statistics
large language models
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Dingke Tang
University of Ottawa Canada
robust statistics
large language models
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Yan Tang
University of Illinois United States of America
robust automatic speech recognition
computational modelling
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