Dr. Guillaume Rabusseau

Assistant Professor

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Biography

Since September 2018, I have been an Assistant Professor at Mila and the Department of Computer Science and Operational Research (DIRO) at the University of Montreal. I hold the CIFAR AI Research Chair since March 2019. Before joining UdeM, I was a postdoctoral researcher at McGill University's Reasoning and Learning Laboratory, where I worked with Prakash Panangaden, Joelle Pineau, and Doina Precup. I earned my PhD in 2016 from AMU, working in the Qarma team (Machine Learning and Multimedia) under the supervision of François Denis and Hachem Kadri. Previously, I obtained a Master's degree in Fundamental Computer Science from AMU and a Bachelor's degree in Computer Science from the same university through distance learning. My research interests include tensor methods for machine learning and designing learning algorithms for structured data using linear and multilinear algebra (e.g., spectral methods).

Research Interests

Experience

Assistant Professor

2018-09-01 — Present

Mila, University of Montreal • Montreal, Canada

Teaching and conducting research in machine learning and tensor methods.

Requirements for University of Montreal

Master Program
Requirements
GPA Requirement
Required:3
IELTS
Listening
Required:6
Reading
Required:6
Writing
Required:6
Speaking
Required:6
Overall
Required:6.5
TOEFL
Listening
Required:21
Reading
Required:21
Writing
Required:21
Speaking
Required:21
Total
Required:90
Prerequisites
Bachelor degree or equivalent
Application Checklist
  • Official transcripts
  • Birth certificate
  • Proof of French proficiency (B2 level)
  • CV/Resume
  • Two letters of recommendation
Specialization Notes

Most programs require French B2 level; specific departments may require C1 or C2.