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Wehenkel, Antoine
38  Ergebnisse:
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1

Distributional reinforcement learning with unconstrained mo..:

Théate, Thibaut ; Wehenkel, Antoine ; Bolland, Adrien..
Neurocomputing.  534 (2023)  - p. 199-219 , 2023
Link: https://doi.org/10.1016/..
 
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2

A deep generative model for probabilistic energy forecastin..:

Dumas, Jonathan ; Wehenkel, Antoine ; Lanaspeze, Damien..
Applied Energy.  305 (2022)  - p. 117871 , 2022
Link: https://doi.org/10.1016/..
 
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3

Introducing neuromodulation in deep neural networks to lear..:

Vecoven, Nicolas ; Ernst, Damien ; Wehenkel, Antoine..
PLOS ONE.  15 (2020)  1 - p. e0227922 , 2020
Link: https://doi.org/10.1371/..
 
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4

Simulation-based Inference for Cardiovascular Models:

Wehenkel, Antoine ; Behrmann, Jens ; Miller, Andrew C...
http://arxiv.org/abs/2307.13918.  , 2023
Link: http://arxiv.org/abs/230..
 
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5

Calibrating Neural Simulation-Based Inference with Differen..:

Falkiewicz, Maciej ; Takeishi, Naoya ; Shekhzadeh, Imahn...
http://arxiv.org/abs/2310.13402.  , 2023
Link: http://arxiv.org/abs/231..
 
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6

Robust Hybrid Learning With Expert Augmentation:

Wehenkel, Antoine ; Behrmann, Jens ; Hsu, Hsiang...
http://arxiv.org/abs/2202.03881.  , 2022
Link: http://arxiv.org/abs/220..
 
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7

Towards Reliable Simulation-Based Inference with Balanced N..:

Delaunoy, Arnaud ; Hermans, Joeri ; Rozet, François..
http://arxiv.org/abs/2208.13624.  , 2022
Link: http://arxiv.org/abs/220..
 
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8

Robust Hybrid Learning With Expert Augmentation:

Wehenkel, Antoine ; Behrmann, Jens ; Hsu, Hsiang...
https://orbi.uliege.be/handle/2268/290899.  , 2022
Link: https://orbi.uliege.be/h..
 
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9

A deep generative model for probabilistic energy forecastin..:

Dumas, Jonathan ; Wehenkel, Antoine ; Lanaspeze, damien..
https://arxiv.org/pdf/2106.09370.pdf.  , 2022
Link: https://orbi.uliege.be/h..
 
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10

Distributional Reinforcement Learning with Unconstrained Mo..:

Théate, Thibaut ; Wehenkel, Antoine ; Bolland, Adrien..
http://arxiv.org/abs/2106.03228.  , 2021
Link: http://arxiv.org/abs/210..
 
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11

Diffusion Priors In Variational Autoencoders:

Wehenkel, Antoine ; Louppe, Gilles
http://arxiv.org/abs/2106.15671.  , 2021
Link: http://arxiv.org/abs/210..
 
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12

A Probabilistic Forecast-Driven Strategy for a Risk-Aware P..:

Dumas, Jonathan ; Cointe, Colin ; Wehenkel, Antoine...
http://arxiv.org/abs/2105.13801.  , 2021
Link: http://arxiv.org/abs/210..
 
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13

Graphical Normalizing Flows:

Wehenkel, Antoine ; Louppe, Gilles
https://orbi.uliege.be/handle/2268/252739.  , 2021
Link: https://orbi.uliege.be/h..
 
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14

Neural Empirical Bayes: Source Distribution Estimation and ..:

Vandegar, Maxime ; Kagan, Michael ; Wehenkel, Antoine.
https://arxiv.org/abs/2011.05836.  , 2021
Link: https://orbi.uliege.be/h..
 
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15

A Trust Crisis In Simulation-Based Inference? Your Posterio..:

Hermans, Joeri ; Delaunoy, Arnaud ; Rozet, François...
http://arxiv.org/abs/2110.06581.  , 2021
Link: http://arxiv.org/abs/211..
 
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