Portrait of Elvis Dohmatob

Elvis Dohmatob

Associate Academic Member
Associate Professor, Concordia University, Department of Computer Science and Software Engineering
Meta Facebook AI Research (FAIR)
Research Topics
Adversarial Robustness
Algorithmic Fairness
Machine Learning Theory
Optimization
Website
Google Scholar
LinkedIn
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Current Students

Julian Enoch
PhD - Concordia University
Mark-Anthony Moisescu-Pareja
Master's Research - Concordia University

Publications

Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement
Yunzhen Feng
Elvis Dohmatob
Pu Yang
Francois Charton
Julia Kempe
2024-01-01
arXiv.org (preprint)
doi.org
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement
Yunzhen Feng
Elvis Dohmatob
Pu Yang
Francois Charton
Julia Kempe
2024-01-01
arXiv.org (preprint)
doi.org
Precise Accuracy / Robustness Tradeoffs in Regression: Case of General Norms
Elvis Dohmatob
Meyer Scetbon
2024-01-01
International Conference on Machine Learning (published)
proceedings.mlr.press
Dark control: The default mode network as a reinforcement learning agent
Elvis Dohmatob
Guillaume Dumas
Danilo Bzdok
2020-06-05
Human Brain Mapping (published)
doi.org