Joumana Ghosn

Senior Director, Mila

Joined

July 2019

Names

Joumana Ghosn

Emails

****@mila.quebec (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Senior Director

Mila (mila.quebec)

2018 – Present

Director

Nuance Communications (nuance.com)

2012 – 2018

Machine Learning Scientist

Idilia (idilia.com)

2004 – 2011

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

A deep learning benchmark for first break detection from hardrock seismic reflection data
Pierre-Luc St-Charles, Bruno Rousseau, Joumana Ghosn, Gilles Bellefleur, Ernst Schetselaar
- GEOPHYSICS
- Readers: Everyone
Superintelligent Agents Pose Catastrophic Risks: Can Scientist AI Offer a Safer Path?
Yoshua Bengio, Michael K. Cohen, Damiano Fornasiere, Joumana Ghosn, Pietro Greiner, Matt MacDermott, Sören Mindermann, Adam Oberman, Jesse Richardson, Oliver Ethan Richardson, Marc-Antoine Rondeau, Pierre-Luc St-Charles, David Williams-King
- arXiv
- Readers: Everyone
DDXPlus: A New Dataset For Automatic Medical Diagnosis
Arsene Fansi Tchango, Rishab Goel, Zhi Wen, Julien Martel, Joumana Ghosn
- Published: 17 Sept 2022, Last Modified: 23 May 2023
- NeurIPS 2022 Datasets and Benchmarks
- Readers: Everyone
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning
Arsene Fansi Tchango, Rishab Goel, Julien Martel, Zhi Wen, Gaetan Marceau Caron, Joumana Ghosn
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone
Predicting Infectiousness for Proactive Contact Tracing
Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Benjamin Muller, Meng Qu, victor schmidt, Pierre-Luc St-Charles, hannah alsdurf, Olexa Bilaniuk, david buckeridge, gaetan caron, pierre luc carrier, Joumana Ghosn, satya ortiz gagne, Christopher Pal, Irina Rish, Bernhard Schölkopf et al. (3 additional authors not shown)
- Published: 12 Jan 2021, Last Modified: 12 Oct 2025
- ICLR 2021 Spotlight
- Readers: Everyone
Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference
Nicolas Chapados, Yoshua Bengio, Pascal Vincent, Joumana Ghosn, Charles Dugas, Ichiro Takeuchi, Linyan Meng
- 2001 (modified: 11 Nov 2022)
- NIPS 2001
- Readers: Everyone
Multi-Task Learning for Stock Selection
Joumana Ghosn, Yoshua Bengio
- 1996 (modified: 11 Nov 2022)
- NIPS 1996
- Readers: Everyone
Feature-Based Face Recognition Using Mixture-Distance
Ingemar J. Cox, Joumana Ghosn, Peter N. Yianilos
- 1996 (modified: 11 Nov 2022)
- CVPR 1996
- Readers: Everyone

Co-Authors

View all 46 co-authors