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Geiger, Mario
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1

Artificial intelligence in neurology: opportunities, challe..:

Voigtlaender, Sebastian ; Pawelczyk, Johannes ; Geiger, Mario...
Journal of Neurology.  271 (2024)  5 - p. 2258-2273 , 2024
Link: https://doi.org/10.1007/..
 
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2

A recipe for cracking the quantum scaling limit with machin..:

Rackers, Joshua A ; Tecot, Lucas ; Geiger, Mario.
Machine Learning: Science and Technology.  4 (2023)  1 - p. 015027 , 2023
Link: https://doi.org/10.1088/..
 
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3

Relative stability toward diffeomorphisms indicates perform..:

Petrini, Leonardo ; Favero, Alessandro ; Geiger, Mario.
Journal of Statistical Mechanics: Theory and Experiment.  2022 (2022)  11 - p. 114013 , 2022
Link: https://doi.org/10.1088/..
 
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4

E(3)-equivariant graph neural networks for data-efficient a..:

Batzner, Simon ; Musaelian, Albert ; Sun, Lixin...
Nature Communications.  13 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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5

Finding symmetry breaking order parameters with Euclidean n..:

Smidt, Tess E. ; Geiger, Mario ; Miller, Benjamin Kurt
Physical Review Research.  3 (2021)  1 - p. , 2021
Link: https://doi.org/10.1103/..
 
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6

Landscape and training regimes in deep learning:

Geiger, Mario ; Petrini, Leonardo ; Wyart, Matthieu
Physics Reports.  924 (2021)  - p. 1-18 , 2021
Link: https://doi.org/10.1016/..
 
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7

Geometric compression of invariant manifolds in neural netw..:

Paccolat, Jonas ; Petrini, Leonardo ; Geiger, Mario..
Journal of Statistical Mechanics: Theory and Experiment.  2021 (2021)  4 - p. 044001 , 2021
Link: https://doi.org/10.1088/..
 
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8

Asymptotic learning curves of kernel methods: empirical dat..:

Spigler, Stefano ; Geiger, Mario ; Wyart, Matthieu
Journal of Statistical Mechanics: Theory and Experiment.  2020 (2020)  12 - p. 124001 , 2020
Link: https://doi.org/10.1088/..
 
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9

Scaling description of generalization with number of parame..:

Geiger, Mario ; Jacot, Arthur ; Spigler, Stefano...
Journal of Statistical Mechanics: Theory and Experiment.  2020 (2020)  2 - p. 023401 , 2020
Link: https://doi.org/10.1088/..
 
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10

Disentangling feature and lazy training in deep neural netw..:

Geiger, Mario ; Spigler, Stefano ; Jacot, Arthur.
Journal of Statistical Mechanics: Theory and Experiment.  2020 (2020)  11 - p. 113301 , 2020
Link: https://doi.org/10.1088/..
 
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11

Jamming transition as a paradigm to understand the loss lan..:

Geiger, Mario ; Spigler, Stefano ; d'Ascoli, Stéphane...
Physical Review E.  100 (2019)  1 - p. , 2019
Link: https://doi.org/10.1103/..
 
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12

Comparing dynamics: deep neural networks versus glassy syst..:

Baity-Jesi, Marco ; Sagun, Levent ; Geiger, Mario...
Journal of Statistical Mechanics: Theory and Experiment.  2019 (2019)  12 - p. 124013 , 2019
Link: https://doi.org/10.1088/..
 
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13

CFSpro: ray tracing for design and optimization of complex ..:

Kostro, André ; Geiger, Mario ; Scartezzini, Jean-Louis.
Applied Optics.  55 (2016)  19 - p. 5127 , 2016
Link: https://doi.org/10.1364/..
 
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14

Thermal solar collector with VO2 absorber coating and V1-xW..:

Paone, Antonio ; Geiger, Mario ; Sanjines, Rosendo.
Solar Energy.  110 (2014)  - p. 151-159 , 2014
Link: https://doi.org/10.1016/..
 
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15

Symphony: Symmetry-Equivariant Point-Centered Spherical Har..:

Daigavane, Ameya ; Kim, Song ; Geiger, Mario.
http://arxiv.org/abs/2311.16199.  , 2023
Link: http://arxiv.org/abs/231..
 
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