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ORCIDChristoph Feinauer
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Journal Articles
- 2022
[j2]Christoph Feinauer
, Barthélémy Meynard-Piganeau, Carlo Lucibello:
Interpretable pairwise distillations for generative protein sequence models. PLoS Comput. Biol. 18(6) (2022)- 2014
- [j1]Christoph Feinauer, Marcin J. Skwark, Andrea Pagnani, Erik Aurell:
Improving Contact Prediction along Three Dimensions. PLoS Comput. Biol. 10(10) (2014)
Conference and Workshop Papers
- 2022
- [c3]Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina:
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry. ICML 2022: 17759-17781 - 2021
- [c2]Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina:
Entropic gradient descent algorithms and wide flat minima. ICLR 2021 - [c1]Christoph Feinauer, Carlo Lucibello:
Reconstruction of Pairwise Interactions using Energy-Based Models. MSML 2021: 291-313
Informal and Other Publications
- 2024
- [i6]Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti:
The twin peaks of learning neural networks. CoRR abs/2401.12610 (2024) - 2022
- [i5]Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina:
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry. CoRR abs/2202.03038 (2022) - [i4]Roman Hahn, Christoph Feinauer, Emanuele Borgonovo:
The Mean Dimension of Neural Networks - What causes the interaction effects? CoRR abs/2207.04890 (2022) - 2020
- [i3]Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina:
Entropic gradient descent algorithms and wide flat minima. CoRR abs/2006.07897 (2020) - [i2]Christoph Feinauer, Carlo Lucibello:
Reconstruction of Pairwise Interactions using Energy-Based Models. CoRR abs/2012.06625 (2020) - 2019
- [i1]Matteo Negri, Davide Bergamini, Carlo Baldassi, Riccardo Zecchina, Christoph Feinauer:
Natural representation of composite data with replicated autoencoders. CoRR abs/1909.13327 (2019)
Coauthor Index
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