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Decelle, Aurelien
170
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Online (170)
Mediatypes
Articles (Online) (27)
OpenAccess-fulltext (143)
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1
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/..
?
2
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..
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3
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/..
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4
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/..
?
5
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..
?
6
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/..
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7
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/..
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8
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/..
?
9
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/..
?
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
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/..
?
12
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/..
?
13
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/..
?
14
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/..
?
15
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/..
1-15