Université Laval
Institut intelligence et données (IID)
FR

Pascal Germain Research Thrust 3 - Methods of Artificial Intelligence and Data Processing

Member

Université Laval
Faculty of Science and Engineering
Department of Computer Science and Software Engineering

Canada-CIFAR Artificial Intelligence Chair

Machine Learning

Assistant Professor, Faculty of Science and Engineering, Université Laval
Canada-CIFAR Artificial Intelligence Chair

Pascal Germain is an Assistant Professor in the Department of Computer Science and Software Engineering at Université Laval. He specializes in machine learning and was working until recently at Inria, the National Institute for Research in Computer Science and Automation, in France.

His areas of research include statistical theory of learning, including PAC-Bayesian theory, and learning algorithms.

Areas of Interest

  • Machine learning
  • Statistical theory of learning
  • Learning and transfer of representations

Research Thrust

  • Methods of Artificial Intelligence and Data Processing

Research Groups

  • CRDM
  • GRAAL
  • MALIA
  • MILA

 

Research projects

Website

Other researchers

Yannick Dufresne Research Thrust 4 - Ethics, Confidentiality and Social Acceptability

Collaborator

Université Laval
Faculty of Social Sciences
Department of Political Science

Teaching Leadership Chair (CLE) in Digital Social Sciences

Confidentiality Data Science Ethics and Law

Xavier Maldague Research Thrust 1 – Physical Environment

Collaborator

Université Laval
Faculty of Science and Engineering
Department of Electrical and Computer Engineering

Canada Research Chair in Multipolar Infrared Vision

Computer Vision Smart Environments

Véronique Guèvremont Research Thrust 4 - Ethics, Confidentiality and Social Acceptability

Member

Université Laval
Faculty of Law

UNESCO Chair on the Diversity of Cultural Expressions

Ethics and Law

Thierry Watine Research Thrust 4 - Ethics, Confidentiality and Social Acceptability

Collaborator

Université Laval
Faculté of Litterature and Human Sciences
Department of Information and Communication

Data Science Ethics and Law Internet of Things

Thierry Duchesne Research Thrust 3 - Methods of Artificial Intelligence and Data Processing

Member

Université Laval
Faculty of Science and Engineering
Department of Mathematics and Statistics

Data Science Geospatial Data Insurance Natural Language Processing

Thierry Badard Research Thrust 1 – Physical Environment

Member

Université Laval
Faculty of Forestry, Geography and Geomatics
Department of Geomatics

Director, CRDIG (Geospatial Data and Intelligence Research Centre)

Data Science Geospatial Data Insurance Internet of Things Machine Learning Smart Environments

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