E-LIB Suche - Ergebnisse für: Owhadi, Houman

1

Bridging Algorithmic Information Theory and Machine Learnin..:

Hamzi, Boumediene ; Hutter, Marcus ; Owhadi, Houman
Physica D: Nonlinear Phenomena. 464 (2024) - p. 134153 , 2024

2

Codiscovering graphical structure and functional relationsh..:

Bourdais, Théo ; Batlle, Pau ; Yang, Xianjin...
Proceedings of the National Academy of Sciences. 121 (2024) 32 - p. , 2024

Link: https://doi.org/10.1073/..

3

Sparse Recovery of Elliptic Solvers from Matrix-Vector Prod..:

Schäfer, Florian ; Owhadi, Houman
SIAM Journal on Scientific Computing. 46 (2024) 2 - p. A998-A1025 , 2024

Link: https://doi.org/10.1137/..

4

Kernel methods are competitive for operator learning:

Batlle, Pau ; Darcy, Matthieu ; Hosseini, Bamdad.
Journal of Computational Physics. 496 (2024) - p. 112549 , 2024

Link: https://doi.org/10.1016/..

5

Learning dynamical systems from data: A simple cross-valida..:

Yang, Lu ; Sun, Xiuwen ; Hamzi, Boumediene..
Physica D: Nonlinear Phenomena. 460 (2024) - p. 134070 , 2024

Link: https://doi.org/10.1016/..

6

Hausdorff metric based training of kernels to learn attract..:

Yang, Lu ; Hamzi, Boumediene ; Kevrekidis, Yannis...
Physica D: Nonlinear Phenomena. 466 (2024) - p. 134192 , 2024

Link: https://doi.org/10.1016/..

7

Learning dynamical systems from data: A simple cross-valida..:

Lee, Jonghyeon ; De Brouwer, Edward ; Hamzi, Boumediene.
Physica D: Nonlinear Phenomena. 443 (2023) - p. 133546 , 2023

Link: https://doi.org/10.1016/..

8

Learning dynamical systems from data: A simple cross-valida..:

Hamzi, Boumediene ; Owhadi, Houman ; Kevrekidis, Yannis
Physica D: Nonlinear Phenomena. 454 (2023) - p. 133853 , 2023

Link: https://doi.org/10.1016/..

9

Multiclass classification utilising an estimated algorithmi..:

Dingle, Kamaludin ; Batlle, Pau ; Owhadi, Houman
Physica D: Nonlinear Phenomena. 448 (2023) - p. 133713 , 2023

Link: https://doi.org/10.1016/..

10

Do ideas have shape? Idea registration as the continuous li..:

Owhadi, Houman
Physica D: Nonlinear Phenomena. 444 (2023) - p. 133592 , 2023

Link: https://doi.org/10.1016/..

11

A note on microlocal kernel design for some slow–fast stoch..:

Hamzi, Boumediene ; Owhadi, Houman ; Paillet, Léo
Physica A: Statistical Mechanics and its Applications. 616 (2023) - p. 128583 , 2023

Link: https://doi.org/10.1016/..

12

One-shot learning of stochastic differential equations with..:

Darcy, Matthieu ; Hamzi, Boumediene ; Livieri, Giulia..
Physica D: Nonlinear Phenomena. 444 (2023) - p. 133583 , 2023

Link: https://doi.org/10.1016/..

13

Uncertainty quantification of the 4th kind; optimal posteri..:

Bajgiran, Hamed Hamze ; Batlle, Pau ; Owhadi, Houman...
Journal of Computational Physics. 471 (2022) - p. 111608 , 2022

Link: https://doi.org/10.1016/..

14

Computational graph completion:

Owhadi, Houman
Research in the Mathematical Sciences. 9 (2022) 2 - p. , 2022

Link: https://doi.org/10.1007/..

15

Deep regularization and direct training of the inner layers..:

Yoo, Gene Ryan ; Owhadi, Houman
Physica D: Nonlinear Phenomena. 426 (2021) - p. 132952 , 2021

Link: https://doi.org/10.1016/..