Antoine Wehenkel
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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Conference Polyglot
(3)
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Academic Marathon
(6)
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Interdisciplinary Bridge
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Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
simulation-based inference
(3)
uncertainty quantification
(2)
bayesian inference
(2)
density estimation
(2)
probabilistic graphical model
(1)
inverse problem
(1)
empirical baye
(1)
normalizing flow
(1)
source distribution
(1)
coverage probability
(1)
autoregressive flow
(1)
monotonic neural network
(1)
invertible transformation
(1)
neural density estimation
(1)
posterior calibration
(1)
bijective neural network
(1)
variational inference
(1)
neural ratio estimation
(1)
likelihood-free inference
(1)
posterior approximation
(1)
Papers
Addressing Misspecification in Simulation-based Inference through Data-driven Calibration
ICML 2025
Calibrating Neural Simulation-Based Inference with Differentiable Coverage Probability
NIPS 2023
Towards Reliable Simulation-Based Inference with Balanced Neural Ratio Estimation
NIPS 2022
Graphical Normalizing Flows
AISTATS 2021
Neural Empirical Bayes: Source Distribution Estimation and its Applications to Simulation-Based Inference
AISTATS 2021
Unconstrained Monotonic Neural Networks
NIPS 2019