Dr. Ioannis Mitliagkas

Associate Professor

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Biography

Ioannis Mitliagkas is an Associate Professor in the Department of Computer Science and Operational Research at the University of Montreal. He is also a researcher at the Montreal Institute for Learning Algorithms (MILA). His research focuses primarily on understanding the performance of deep learning models, particularly in the domains of artificial intelligence and machine learning. He examines why certain models achieve remarkable results on unfamiliar data, delving into the contributions of statistics and information theory. His academic journey reflects a commitment to shedding light on the workings of various types of artificial neurons. With an impressive array of projects and research affiliations, including membership in IVADO, he plays an active role in advancing knowledge and techniques in his field. He has supervised numerous graduate theses and contributed significantly to the body of work that addresses current challenges in machine learning and AI applications with strong social impacts.

Research Interests

Experience

Associate Professor

2018-01-01 — Present

University of Montreal • Montreal, QC, Canada

Teaching courses and supervising research in the fields of machine learning and artificial intelligence.

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.