Gilles Louppe
Orcid: 0000-0002-2082-3106Affiliations:
- University of Liège, Belgium
According to our database1,
Gilles Louppe
authored at least 65 papers
between 2011 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
-
on github.com
On csauthors.net:
Bibliography
2023
Frontiers Artif. Intell., February, 2023
Neurocomputing, 2023
Harnessing machine learning for accurate treatment of overlapping opacity species in GCMs.
CoRR, 2023
CoRR, 2023
Implicit representation priors meet Riemannian geometry for Bayesian robotic grasping.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
2022
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful.
Trans. Mach. Learn. Res., 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2021
CoRR, 2021
From global to local MDI variable importances for random forests and when they are Shapley values.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
2020
QVMix and QVMix-Max: Extending the Deep Quality-Value Family of Algorithms to Cooperative Multi-Agent Reinforcement Learning.
CoRR, 2020
Simulation-efficient marginal posterior estimation with swyft: stop wasting your precious time.
CoRR, 2020
CoRR, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms.
CoRR, 2019
Proceedings of the International Conference for High Performance Computing, 2019
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019
2018
Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model.
CoRR, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Improvements to Inference Compilation for Probabilistic Programming in Large-Scale Scientific Simulators.
CoRR, 2017
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017
2016
Bioinform., 2016
Proceedings of the 18th Eurographics Conference on Visualization, 2016
Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016
Proceedings of the Knowledge Engineering and Semantic Web - 7th International Conference, 2016
2015
GetMobile Mob. Comput. Commun., 2015
2014
A hybrid human-computer approach for large-scale image-based measurements using web services and machine learning.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014
Proceedings of the Neural Connectomics Workshop at ECML 2014, 2014
2013
CoRR, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
2012
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012
2011
Proceedings of the Yahoo! Learning to Rank Challenge, 2011