Antoine Wehenkel
Université de Liège
H-index: 11
Europe-Belgium
Top articles of Antoine Wehenkel
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
Advances in Neural Information Processing Systems
2024/2/13
Antoine Wehenkel
H-Index: 4
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
2023/11/3
Simulation-based Inference for Cardiovascular Models
arXiv preprint arXiv:2307.13918
2023/7/26
Antoine Wehenkel
H-Index: 4
Guillermo Sapiro
H-Index: 69
Distributional reinforcement learning with unconstrained monotonic neural networks
Neurocomputing
2023/5/14
Antoine Wehenkel
H-Index: 4
Damien Ernst
H-Index: 31
A Crisis In Simulation-Based Inference? Beware, Your Posterior Approximations Can Be Unfaithful
Transactions on Machine Learning Research
2022/12
Inductive Bias In Deep Probabilistic Modelling
2022/10/26
Antoine Wehenkel
H-Index: 4
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
Neural Information Processing Systems 2022
2022/8/29
Joeri Hermans
H-Index: 6
Antoine Wehenkel
H-Index: 4
Robust Hybrid Learning With Expert Augmentation
arXiv preprint arXiv:2202.03881
2022/2/8
A deep generative model for probabilistic energy forecasting in power systems: normalizing flows
Applied Energy
2022/1/1
A probabilistic forecast-driven strategy for a risk-aware participation in the capacity firming market
IEEE Transactions on Sustainable Energy
2021/10/6
Antoine Wehenkel
H-Index: 4
Antonio Sutera
H-Index: 5
Xavier Fettweis
H-Index: 46
Bertrand Cornélusse
H-Index: 11
Diffusion priors in variational autoencoders
INNF+ Workshop @ ICML2021
2021/6/29
Antoine Wehenkel
H-Index: 4
Introducing neuromodulation in deep neural networks to learn adaptive behaviours
PloS one
2020/1/27
Parameter estimation of three-phase untransposed short transmission lines from synchrophasor measurements
IEEE Transactions on Instrumentation and Measurement
2020/1/23
Lightning-Fast Gravitational Wave Parameter Inference through Neural Amortization
arXiv preprint arXiv:2010.12931
2020/10/24
Antoine Wehenkel
H-Index: 4
Christoph Weniger
H-Index: 33
You say Normalizing Flows I see Bayesian Networks
2020/6/1
Antoine Wehenkel
H-Index: 4
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference
2020/4
Graphical normalizing flows
2020/4
Antoine Wehenkel
H-Index: 4
Co-Authors
