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Joumana Ghosn
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2020 – today
- 2022
- [c8]Arsène Fansi Tchango, Rishab Goel, Julien Martel, Zhi Wen, Gaétan Marceau-Caron, Joumana Ghosn:
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning. NeurIPS 2022 - [c7]Arsène Fansi Tchango, Rishab Goel, Zhi Wen, Julien Martel, Joumana Ghosn:
DDXPlus: A New Dataset For Automatic Medical Diagnosis. NeurIPS 2022 - [i4]Arsène Fansi Tchango, Zhi Wen, Rishab Goel, Joumana Ghosn:
DDXPlus: A new Dataset for Medical Automatic Diagnosis. CoRR abs/2205.09148 (2022) - [i3]Arsène Fansi Tchango, Rishab Goel, Julien Martel, Zhi Wen, Gaétan Marceau-Caron, Joumana Ghosn:
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning. CoRR abs/2210.07198 (2022) - 2021
- [c6]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:
Predicting Infectiousness for Proactive Contact Tracing. ICLR 2021 - 2020
- [i2]Yoshua Bengio, Prateek Gupta, Tegan Maharaj, Nasim Rahaman, Martin Weiss, Tristan Deleu, Eilif B. 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, Chris Pal, Irina Rish, Bernhard Schölkopf, Abhinav Sharma, Jian Tang, Andrew Williams:
Predicting Infectiousness for Proactive Contact Tracing. CoRR abs/2010.12536 (2020) - [i1]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:
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing. CoRR abs/2010.16004 (2020)
2000 – 2009
- 2003
- [j2]Joumana Ghosn, Yoshua Bengio:
Bias learning, knowledge sharing. IEEE Trans. Neural Networks 14(4): 748-765 (2003) - 2001
- [j1]Thomas V. Papathomas, Ingemar J. Cox
, Peter N. Yianilos, Matthew L. Miller, Thomas P. Minka, Tiffany E. Conway, Joumana Ghosn:
Psychophysical experiments on the PicHunter image retrieval system. J. Electronic Imaging 10(1): 170-180 (2001) - [c5]Nicolas Chapados, Yoshua Bengio, Pascal Vincent, Joumana Ghosn, Charles Dugas, Ichiro Takeuchi, Linyan Meng:
Estimating Car Insurance Premia: a Case Study in High-Dimensional Data Inference. NIPS 2001: 1369-1376 - 2000
- [c4]Joumana Ghosn, Yoshua Bengio:
Bias Learning, Knowledge Sharing. IJCNN (1) 2000: 9-14
1990 – 1999
- 1998
- [c3]Thomas V. Papathomas, Tiffany E. Conway, Ingemar J. Cox
Psychophysical studies of the performance of an image database retrieval system. Human Vision and Electronic Imaging 1998: 591-602 - 1996
- [c2]Ingemar J. Cox
Feature-Based Face Recognition Using Mixture-Distance. CVPR 1996: 209-216 - [c1]Joumana Ghosn, Yoshua Bengio:
Multi-Task Learning for Stock Selection. NIPS 1996: 946-952
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