Gaétan Marceau-Caron

Affiliations:
  • Mila - Quebec AI Institute, Montreal, QC, Canada
  • University of Paris-Sud, Laboratory for Computer Science (LRI), France (former)


According to our database1, Gaétan Marceau-Caron authored at least 17 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
CableInspect-AD: An Expert-Annotated Anomaly Detection Dataset.
CoRR, 2024

2023
A Practical Survey on Faster and Lighter Transformers.
ACM Comput. Surv., 2023

2022
Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

2020
COVI-AgentSim: an Agent-based Model for Evaluating Methods of Digital Contact Tracing.
CoRR, 2020

2019
Signed particles and neural networks, towards efficient simulations of quantum systems.
J. Comput. Phys., 2019

2017
Natural Langevin Dynamics for Neural Networks.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016
Practical Riemannian Neural Networks.
CoRR, 2016

2014
Optimization and Uncertainty Handling in Air Traffic Management. (Optimisation et gestion de l'incertitude du trafic aérien).
PhD thesis, 2014

Racing Multi-objective Selection Probabilities.
Proceedings of the Parallel Problem Solving from Nature - PPSN XIII, 2014

2013
Computational Methods for Probabilistic Inference of Sector Congestion in Air Traffic Management.
CoRR, 2013

Strategic Planning in Air Traffic Control as a Multi-objective Stochastic Optimization Problem.
CoRR, 2013

Multiobjective optimization for reducing delays and congestion in air traffic management.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

Multiobjective tactical planning under uncertainty for air traffic flow and capacity management.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Online Learning for Ground Trajectory Prediction
CoRR, 2012

Increasing Air Traffic: What is the Problem?
CoRR, 2012

2011
Beta-mesh - A dynamic 3D mesh modelization.
Proceedings of the American Control Conference, 2011


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