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Feinauer, Christoph
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1

TULIP: A transformer-based unsupervised language model for ..:

Meynard-Piganeau, Barthelemy ; Feinauer, Christoph ; Weigt, Martin..
Proceedings of the National Academy of Sciences.  121 (2024)  24 - p. , 2024
Link: https://doi.org/10.1073/..
 
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2

The twin peaks of learning neural networks:

Demyanenko, Elizaveta ; Feinauer, Christoph ; Malatesta, Enrico M.
Machine Learning: Science and Technology.  5 (2024)  2 - p. 025061 , 2024
Link: https://doi.org/10.1088/..
 
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3

Generating interacting protein sequences using domain-to-do..:

Meynard-Piganeau, Barthelemy ; Fabbri, Caterina ; Weigt, Martin...
Bioinformatics.  39 (2023)  7 - p. , 2023
Link: https://doi.org/10.1093/..
 
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4

Deep networks on toroids: removing symmetries reveals the s..:

Pittorino, Fabrizio ; Ferraro, Antonio ; Perugini, Gabriele...
Journal of Statistical Mechanics: Theory and Experiment.  2022 (2022)  11 - p. 114007 , 2022
Link: https://doi.org/10.1088/..
 
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5

Interpretable pairwise distillations for generative protein..:

Feinauer, Christoph ; Meynard-Piganeau, Barthelemy ; Lucibello, Carlo.
PLOS Computational Biology.  18 (2022)  6 - p. e1010219 , 2022
Link: https://doi.org/10.1371/..
 
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6

Entropic gradient descent algorithms and wide flat minima*:

Pittorino, Fabrizio ; Lucibello, Carlo ; Feinauer, Christoph...
Journal of Statistical Mechanics: Theory and Experiment.  2021 (2021)  12 - p. 124015 , 2021
Link: https://doi.org/10.1088/..
 
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7

Reconstruction of pairwise interactions using energy-based ..:

Feinauer, Christoph ; Lucibello, Carlo
Journal of Statistical Mechanics: Theory and Experiment.  2021 (2021)  12 - p. 124007 , 2021
Link: https://doi.org/10.1088/..
 
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8

Inverse statistical physics of protein sequences: a key iss..:

Cocco, Simona ; Feinauer, Christoph ; Figliuzzi, Matteo..
Reports on Progress in Physics.  81 (2018)  3 - p. 032601 , 2018
Link: https://doi.org/10.1088/..
 
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9

Mutator genomes decay, despite sustained fitness gains, in ..:

Couce, Alejandro ; Caudwell, Larissa Viraphong ; Feinauer, Christoph...
Proceedings of the National Academy of Sciences.  114 (2017)  43 - p. , 2017
Link: https://doi.org/10.1073/..
 
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10

Mutator genomes decay, despite sustained fitness gains, in ..:

Couce, Alejandro ; Caudwell, Larissa Viraphong ; Feinauer, Christoph...
Proceedings of the National Academy of Sciences of the United States of America.  114 (2017)  43 - p. E9026-E9035 , 2017
Link: https://www.jstor.org/st..
 
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11

Inter-Protein Sequence Co-Evolution Predicts Known Physical..:

Feinauer, Christoph ; Szurmant, Hendrik ; Weigt, Martin..
PLOS ONE.  11 (2016)  2 - p. e0149166 , 2016
Link: https://doi.org/10.1371/..
 
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12

Improving Contact Prediction along Three Dimensions:

Feinauer, Christoph ; Skwark, Marcin J. ; Pagnani, Andrea..
PLoS Computational Biology.  10 (2014)  10 - p. e1003847 , 2014
Link: https://doi.org/10.1371/..
 
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13

Fast and Accurate Multivariate Gaussian Modeling of Protein..:

Baldassi, Carlo ; Zamparo, Marco ; Feinauer, Christoph...
PLoS ONE.  9 (2014)  3 - p. e92721 , 2014
Link: https://doi.org/10.1371/..
 
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14

The twin peaks of learning neural networks:

Demyanenko, Elizaveta ; Feinauer, Christoph ; Malatesta, Enrico M.
http://arxiv.org/abs/2401.12610.  , 2024
Link: http://arxiv.org/abs/240..
 
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15

Deep Networks on Toroids: Removing Symmetries Reveals the S..:

Pittorino, Fabrizio ; Ferraro, Antonio ; Perugini, Gabriele...
http://arxiv.org/abs/2202.03038.  , 2022
Link: http://arxiv.org/abs/220..
 
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