E-LIB Suche - Ergebnisse für: Aurélien Decelle

1

Inferring effective couplings with restricted Boltzmann mac..:

Decelle, Aurélien ; Furtlehner, Cyril ; Navas Gómez, Alfonso de Jesús.
SciPost Physics. 16 (2024) 4 - p. , 2024

Link: https://doi.org/10.21468..

2

Copycat perceptron: Smashing barriers through collective le..:

Catania, Giovanni ; Decelle, Aurélien ; Seoane, Beatriz
Physical Review E. 109 (2024) 6 - p. , 2024

Link: https://doi.org/10.1103/..

3

Deep convolutional and conditional neural networks for larg..:

Yelmen, Burak ; Decelle, Aurélien ; Boulos, Leila Lea...
PLOS Computational Biology. 19 (2023) 10 - p. e1011584 , 2023

Link: https://doi.org/10.1371/..

4

Unsupervised hierarchical clustering using the learning dyn..:

Decelle, Aurélien ; Seoane, Beatriz ; Rosset, Lorenzo
Physical Review E. 108 (2023) 1 - p. , 2023

Link: https://doi.org/10.1103/..

5

Cosmology with cosmic web environments: II. Redshift-space ..:

Bonnaire, Tony ; Kuruvilla, Joseph ; Aghanim, Nabila.
Astronomy & Astrophysics. 674 (2023) - p. A150 , 2023

Link: https://doi.org/10.1051/..

6

Learning a restricted Boltzmann machine using biased Monte ..:

Béreux, Nicolas ; Decelle, Aurélien ; Furtlehner, Cyril.
SciPost Physics. 14 (2023) 3 - p. , 2023

Link: https://doi.org/10.21468..

7

An Introduction to Machine Learning: a perspective from Sta..:

Decelle, Aurélien
Physica A: Statistical Mechanics and its Applications. 631 (2023) - p. 128154 , 2023

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

8

Equilibrium and non-equilibrium regimes in the learning of ..:

Decelle, Aurélien ; Furtlehner, Cyril ; Seoane, Beatriz
Journal of Statistical Mechanics: Theory and Experiment. 2022 (2022) 11 - p. 114009 , 2022

Link: https://doi.org/10.1088/..

9

Cosmology with cosmic web environments: I. Real-space power..:

Bonnaire, Tony ; Aghanim, Nabila ; Kuruvilla, Joseph.
Astronomy & Astrophysics. 661 (2022) - p. A146 , 2022

Link: https://doi.org/10.1051/..

10

Regularization of Mixture Models for Robust Principal Graph..:

Bonnaire, Tony ; Decelle, Aurelien ; Aghanim, Nabila
IEEE Transactions on Pattern Analysis and Machine Intelligence. 44 (2022) 12 - p. 9119-9130 , 2022

Link: https://doi.org/10.1109/..

11

Inverse problems for structured datasets using parallel TAP..:

Decelle, Aurelien ; Hwang, Sungmin ; Rocchi, Jacopo.
Scientific Reports. 11 (2021) 1 - p. , 2021

Link: https://doi.org/10.1038/..

12

Creating artificial human genomes using generative neural n..:

Yelmen, Burak ; Decelle, Aurélien ; Ongaro, Linda...
PLOS Genetics. 17 (2021) 2 - p. e1009303 , 2021

Link: https://doi.org/10.1371/..

13

Encoding large-scale cosmological structure with generative..:

Ullmo, Marion ; Decelle, Aurélien ; Aghanim, Nabila
Astronomy & Astrophysics. 651 (2021) - p. A46 , 2021

Link: https://doi.org/10.1051/..

14

Cascade of phase transitions for multiscale clustering:

Bonnaire, Tony ; Decelle, Aurélien ; Aghanim, Nabila
Physical Review E. 103 (2021) 1 - p. , 2021

Link: https://doi.org/10.1103/..

15

Restricted Boltzmann machine: Recent advances and mean-fiel..:

Decelle, Aurélien ; Furtlehner, Cyril
Chinese Physics B. 30 (2021) 4 - p. 040202 , 2021

Link: https://doi.org/10.1088/..