Joumana Ghosn

According to our database, Joumana Ghosn authored at least 11 papers between 1996 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

DDXPlus: A new Dataset for Medical Automatic Diagnosis.

Arsène Fansi Tchango, Zhi Wen, Rishab Goel, Joumana Ghosn

CoRR, 2022

DDXPlus: A New Dataset For Automatic Medical Diagnosis.

Arsène Fansi Tchango, Rishab Goel, Zhi Wen, Julien Martel, Joumana Ghosn

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning.

Arsène Fansi Tchango, Rishab Goel, Julien Martel, Zhi Wen, Gaétan Marceau-Caron, Joumana Ghosn

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Predicting Infectiousness for Proactive Contact Tracing.

Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif Benjamin Müller, Meng Qu, Victor Schmidt, Pierre-Luc St-Charles, Hannah Alsdurf, Olexa Bilaniuk, David L. Buckeridge, Gaétan Marceau-Caron, Pierre Luc Carrier, Joumana Ghosn, Satya Ortiz-Gagne, Christopher J. Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.

Prateek Gupta, Tegan Maharaj, Martin Weiss, Nasim Rahaman, Hannah Alsdurf, Abhinav Sharma, Nanor Minoyan, Soren Harnois-Leblanc, Victor Schmidt, Pierre-Luc St-Charles, Tristan Deleu, Andrew Williams, Akshay Patel, Meng Qu, Olexa Bilaniuk, Gaétan Marceau Caron, Pierre Luc Carrier, Satya Ortiz-Gagné, Marc-Andre Rousseau, David L. Buckeridge, Joumana Ghosn, Yang Zhang, Bernhard Schölkopf, Jian Tang, Irina Rish, Christopher Joseph Pal, Joanna Merckx, Eilif B. Müller, Yoshua Bengio

CoRR, 2020

2003

Bias learning, knowledge sharing.

Joumana Ghosn, Yoshua Bengio

IEEE Trans. Neural Networks, 2003

2001

Psychophysical experiments on the PicHunter image retrieval system.

Thomas V. Papathomas, Ingemar J. Cox, Peter N. Yianilos, Matthew L. Miller, Thomas P. Minka, Tiffany E. Conway, Joumana Ghosn

J. Electronic Imaging, 2001

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

Proceedings of the Advances in Neural Information Processing Systems 14 [Neural Information Processing Systems: Natural and Synthetic, 2001

1998

Psychophysical studies of the performance of an image database retrieval system.

Thomas V. Papathomas, Tiffany E. Conway, Ingemar J. Cox, Joumana Ghosn, Matthew L. Miller, Thomas P. Minka, Peter N. Yianilos

Proceedings of the Human Vision and Electronic Imaging III, 1998

1996

Multi-Task Learning for Stock Selection.

Joumana Ghosn, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

Feature-Based Face Recognition Using Mixture-Distance.

Ingemar J. Cox, Joumana Ghosn, Peter N. Yianilos

Proceedings of the 1996 Conference on Computer Vision and Pattern Recognition (CVPR '96), 1996