Sebastian Goldt
TitleCited byYear
Stochastic thermodynamics of resetting
J Fuchs, S Goldt, U Seifert
EPL (Europhysics Letters) 113 (6), 60009, 2016
432016
Stochastic thermodynamics of learning
S Goldt, U Seifert
Physical review letters 118 (1), 010601, 2017
232017
Zinc finger proteins and the 3D organization of chromosomes
CJ Feinauer, A Hofmann, S Goldt, L Liu, G Mate, DW Heermann
Advances in protein chemistry and structural biology 90, 67-117, 2013
152013
Thermodynamic efficiency of learning a rule in neural networks
S Goldt, U Seifert
New Journal of Physics 19 (11), 113001, 2017
72017
Modelling the influence of data structure on learning in neural networks
S Goldt, M Mézard, F Krzakala, L Zdeborová
arXiv preprint arXiv:1909.11500, 2019
32019
Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup
S Goldt, MS Advani, AM Saxe, F Krzakala, L Zdeborová
Advances in Neural Information Processing Systems 32 (NeurIPS 2019), 6979--6989, 0
3*
Generalisation dynamics of online learning in over-parameterised neural networks
S Goldt, MS Advani, AM Saxe, F Krzakala, L Zdeborová
ICML 2019 Workshop on Theoretical Physics for Deep Learning, 2019
22019
Role of the potential landscape on the single-file diffusion through channels
SD Goldt, EM Terentjev
The Journal of chemical physics 141 (22), 224901, 2014
22014
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Articles 1–8