Dr. Samy Bengio

Assistant Professor

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Biography

Samy Bengio holds a PhD in Computer Science from the University of Montreal, obtained in 1993. He has served as a Senior Director of Machine Learning Research at Apple since 2021 and previously worked as a Distinguished Scientist at Google Research, leading part of the Google Brain team since 2007. With extensive experience in the field of machine learning, Dr. Bengio co-developed the widely used Torch machine learning library. His research interests are primarily in machine learning, deep architectures, representation learning, vision, language processing, and reasoning. He has served in editorial capacities, including on the editorial board of the Machine Learning Journal, and has held numerous leadership roles at major conferences such as NeurIPS and ICLR. Samy Bengio's expertise also covers areas like large language models, statistical machine learning, speech processing, person authentication, multimodal processing, and various machine learning methodologies.

Research Interests

Requirements for École Polytechnique Fédérale de Lausanne

Master Program
Requirements
GPA Requirement
Required:3.2
IELTS
Listening
Required:6.5
Reading
Required:6.5
Writing
Required:6.5
Speaking
Required:6.5
Overall
Required:7
TOEFL
Listening
Required:20
Reading
Required:20
Writing
Required:20
Speaking
Required:20
Total
Required:100
Prerequisites
Bachelor's degree in a related field Strong foundation in Calculus, Linear Algebra, and Probability Proficiency in programming (Python, Java, or C++)
Application Checklist
  • Curriculum Vitae
  • Copy of University Degree(s)
  • Official Transcripts
  • Statement of Purpose
  • Copy of Passport or Identity Card
  • Three Letters of Recommendation
  • Proof of English Proficiency
Specialization Notes

Standard requirements for Engineering and Basic Science Master's programs. Architecture requires an additional portfolio.