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ORCIDGaétan Marceau-Caron
Person information
- affiliation: Mila - Quebec AI Institute, Montreal, QC, Canada
- affiliation (former): University of Paris-Sud, Laboratory for Computer Science (LRI), France
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2020 – today
- 2024
[i13]Akshatha Arodi, Margaux Luck, Jean-Luc Bedwani, Aldo Zaimi, Ge Li, Nicolas Pouliot, Julien Beaudry, Gaétan Marceau Caron:
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset. CoRR abs/2409.20353 (2024)- 2023
- [j2]Quentin Fournier
, Gaétan Marceau Caron, Daniel Aloise:
A Practical Survey on Faster and Lighter Transformers. ACM Comput. Surv. 55(14s): 304:1-304:40 (2023) - 2022
- [c7]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 - [i12]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 - [i11]Quentin Fournier, Gaétan Marceau Caron, Daniel Aloise:
A Practical Survey on Faster and Lighter Transformers. CoRR abs/2103.14636 (2021) - 2020
- [i10]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) - [i9]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)
2010 – 2019
- 2019
- [j1]Jean Michel D. Sellier, Gaétan Marceau Caron, Jacob Leygonie:
Signed particles and neural networks, towards efficient simulations of quantum systems. J. Comput. Phys. 387: 154-162 (2019) - 2017
- [c5]Gaétan Marceau-Caron, Yann Ollivier:
Natural Langevin Dynamics for Neural Networks. GSI 2017: 451-459 - [i8]Gaétan Marceau-Caron, Yann Ollivier:
Natural Langevin Dynamics for Neural Networks. CoRR abs/1712.01076 (2017) - 2016
- [i7]Gaétan Marceau-Caron, Yann Ollivier:
Practical Riemannian Neural Networks. CoRR abs/1602.08007 (2016) - 2014
- [b1]Gaétan Marceau-Caron:
Optimization and Uncertainty Handling in Air Traffic Management. (Optimisation et gestion de l'incertitude du trafic aérien). University of Paris-Sud, France, 2014 - [c4]Gaétan Marceau-Caron, Marc Schoenauer:
Racing Multi-objective Selection Probabilities. PPSN 2014: 631-640 - [i6]Gaétan Marceau, Marc Schoenauer:
Racing Multi-Objective Selection Probabilities. CoRR abs/1406.4973 (2014) - 2013
- [c3]Gaétan Marceau Caron, Pierre Savéant, Marc Schoenauer:
Multiobjective tactical planning under uncertainty for air traffic flow and capacity management. IEEE Congress on Evolutionary Computation 2013: 1548-1555 - [c2]Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Multiobjective optimization for reducing delays and congestion in air traffic management. GECCO (Companion) 2013: 187-188 - [i5]Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem. CoRR abs/1309.3917 (2013) - [i4]Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management. CoRR abs/1309.3921 (2013) - [i3]Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Multiobjective Tactical Planning under Uncertainty for Air Traffic Flow and Capacity Management. CoRR abs/1309.4085 (2013) - 2012
- [i2]Areski Hadjaz, Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Increasing Air Traffic: What is the Problem? CoRR abs/1212.3996 (2012) - [i1]Areski Hadjaz, Gaétan Marceau, Pierre Savéant, Marc Schoenauer:
Online Learning for Ground Trajectory Prediction. CoRR abs/1212.3998 (2012) - 2011
- [c1]Gaétan Marceau-Caron, Areski Hadjaz:
Beta-mesh - A dynamic 3D mesh modelization. ACC 2011: 2148-2153
Coauthor Index
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