I agree that this site is using cookies. You can find further informations here.
X
Goldt, Sebastian
67  results:
Search for persons X
?
1

A simple linear algebra identity to optimize large-scale ne..:

Rende, Riccardo ; Viteritti, Luciano Loris ; Bardone, Lorenzo..
Communications Physics.  7 (2024)  1 - p. , 2024
Link: https://doi.org/10.1038/..
 
?
2

The impact of memory on learning sequence-to-sequence tasks:

Seif, Alireza ; Loos, Sarah A M ; Tucci, Gennaro..
Machine Learning: Science and Technology.  5 (2024)  1 - p. 015053 , 2024
Link: https://doi.org/10.1088/..
 
?
3

Mapping of attention mechanisms to a generalized Potts mode:

Rende, Riccardo ; Gerace, Federica ; Laio, Alessandro.
Physical Review Research.  6 (2024)  2 - p. , 2024
Link: https://doi.org/10.1103/..
 
?
4

Bayesian reconstruction of memories stored in neural networ..:

Goldt, Sebastian ; Krzakala, Florent ; Zdeborová, Lenka..
PLOS Computational Biology.  19 (2023)  1 - p. e1010813 , 2023
Link: https://doi.org/10.1371/..
 
?
5

The dynamics of representation learning in shallow, non-lin..:

Refinetti, Maria ; Goldt, Sebastian
Journal of Statistical Mechanics: Theory and Experiment.  2023 (2023)  11 - p. 114010 , 2023
Link: https://doi.org/10.1088/..
 
?
6

Redundant representations help generalization in wide neura..:

Doimo, Diego ; Glielmo, Aldo ; Goldt, Sebastian.
Journal of Statistical Mechanics: Theory and Experiment.  2023 (2023)  11 - p. 114011 , 2023
Link: https://doi.org/10.1088/..
 
?
7

Align, then memorise: the dynamics of learning with feedbac..:

Refinetti, Maria ; d'Ascoli, Stéphane ; Ohana, Ruben.
Journal of Statistical Mechanics: Theory and Experiment.  2022 (2022)  11 - p. 114002 , 2022
Link: https://doi.org/10.1088/..
 
?
8

Data-driven emergence of convolutional structure in neural ..:

Ingrosso, Alessandro ; Goldt, Sebastian
Proceedings of the National Academy of Sciences.  119 (2022)  40 - p. , 2022
Link: https://doi.org/10.1073/..
 
?
9

Learning curves of generic features maps for realistic data..:

Loureiro, Bruno ; Gerbelot, Cédric ; Cui, Hugo...
Journal of Statistical Mechanics: Theory and Experiment.  2022 (2022)  11 - p. 114001 , 2022
Link: https://doi.org/10.1088/..
 
?
10

Modeling the Influence of Data Structure on Learning in Neu..:

Goldt, Sebastian ; Mézard, Marc ; Krzakala, Florent.
Physical Review X.  10 (2020)  4 - p. , 2020
Link: https://doi.org/10.1103/..
 
?
11

Dynamics of stochastic gradient descent for two-layer neura..:

Goldt, Sebastian ; Advani, Madhu S ; Saxe, Andrew M..
Journal of Statistical Mechanics: Theory and Experiment.  2020 (2020)  12 - p. 124010 , 2020
Link: https://doi.org/10.1088/..
 
?
12

Thermodynamic efficiency of learning a rule in neural netwo..:

Goldt, Sebastian ; Seifert, Udo
New Journal of Physics.  19 (2017)  11 - p. 113001 , 2017
Link: https://doi.org/10.1088/..
 
?
13

Stochastic Thermodynamics of Learning:

Goldt, Sebastian ; Seifert, Udo
Physical Review Letters.  118 (2017)  1 - p. , 2017
Link: https://doi.org/10.1103/..
 
?
14

Stochastic thermodynamics of resetting:

Fuchs, Jaco ; Goldt, Sebastian ; Seifert, Udo
EPL (Europhysics Letters).  113 (2016)  6 - p. 60009 , 2016
Link: https://doi.org/10.1209/..
 
?
15

Quantifying lottery tickets under label noise: accuracy, ca..:

Arora, Viplove ; Irto, Daniele ; Goldt, Sebastian.
http://arxiv.org/abs/2306.12190.  , 2023
Link: http://arxiv.org/abs/230..
 
1-15