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Warin, Xavier
242  Ergebnisse:
Personensuche X
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1

The GroupMax Neural Network Approximation of Convex Functio..:

Warin, Xavier
IEEE Transactions on Neural Networks and Learning Systems.  , 2024
Link: https://doi.org/10.1109/..
 
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2

Neural networks for first order HJB equations and applicati..:

Bokanowski, Olivier ; Prost, Averil ; Warin, Xavier
Partial Differential Equations and Applications.  4 (2023)  5 - p. , 2023
Link: https://doi.org/10.1007/..
 
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3

Mean-field neural networks: Learning mappings on Wasserstei..:

Pham, Huyên ; Warin, Xavier
Neural Networks.  168 (2023)  - p. 380-393 , 2023
Link: https://doi.org/10.1016/..
 
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4

Reservoir optimization and machine learning methods:

Warin, Xavier
EURO Journal on Computational Optimization.  11 (2023)  - p. 100068 , 2023
Link: https://doi.org/10.1016/..
 
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5

Numerical Resolution of McKean-Vlasov FBSDEs Using Neural N..:

Germain, Maximilien ; Mikael, Joseph ; Warin, Xavier
Methodology and Computing in Applied Probability.  24 (2022)  4 - p. 2557-2586 , 2022
Link: https://doi.org/10.1007/..
 
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6

Incentives, lockdown, and testing: from Thucydides' analysi..:

Hubert, Emma ; Mastrolia, Thibaut ; Possamaï, Dylan.
Journal of Mathematical Biology.  84 (2022)  5 - p. , 2022
Link: https://doi.org/10.1007/..
 
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7

Approximation Error Analysis of Some Deep Backward Schemes ..:

Germain, Maximilien ; Pham, Huyên ; Warin, Xavier
SIAM Journal on Scientific Computing.  44 (2022)  1 - p. A28-A56 , 2022
Link: https://doi.org/10.1137/..
 
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8

Rate of convergence for particle approximation of PDEs in W..:

Germain, Maximilien ; Pham, Huyên ; Warin, Xavier
Journal of Applied Probability.  59 (2022)  4 - p. 992-1008 , 2022
Link: https://doi.org/10.1017/..
 
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9

DeepSets and Their Derivative Networks for Solving Symmetri..:

Germain, Maximilien ; Laurière, Mathieu ; Pham, Huyên.
Journal of Scientific Computing.  91 (2022)  2 - p. , 2022
Link: https://doi.org/10.1007/..
 
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10

Neural networks-based backward scheme for fully nonlinear P..:

Pham, Huyên ; Warin, Xavier ; Germain, Maximilien
SN Partial Differential Equations and Applications.  2 (2021)  1 - p. , 2021
Link: https://doi.org/10.1007/..
 
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11

Fast multivariate empirical cumulative distribution functio..:

Langrené, Nicolas ; Warin, Xavier
Computational Statistics & Data Analysis.  162 (2021)  - p. 107267 , 2021
Link: https://doi.org/10.1016/..
 
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12

Option valuation and hedging using an asymmetric risk funct..:

Gobet, Emmanuel ; Pimentel, Isaque ; Warin, Xavier
Finance and Stochastics.  24 (2020)  3 - p. 633-675 , 2020
Link: https://doi.org/10.1007/..
 
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13

Fast and Stable Multivariate Kernel Density Estimation by F..:

Langrené, Nicolas ; Warin, Xavier
Journal of Computational and Graphical Statistics.  28 (2019)  3 - p. 596-608 , 2019
Link: https://doi.org/10.1080/..
 
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14

Some non monotone schemes for Hamilton-Jacobi-Bellman equat..:

Warin, Xavier ; Bouchard, B. ; Chassagneux, J.-F....
ESAIM: Proceedings and Surveys.  65 (2019)  - p. 476-497 , 2019
Link: https://doi.org/10.1051/..
 
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15

Machine Learning for Semi Linear PDEs:

Chan-Wai-Nam, Quentin ; Mikael, Joseph ; Warin, Xavier
Journal of Scientific Computing.  79 (2019)  3 - p. 1667-1712 , 2019
Link: https://doi.org/10.1007/..
 
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