Christoph Feinauer

14 papers A* 3Journal 10Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
Fast Uncovering of Protein Sequence Diversity from Structure.
ICLR
Luca Alessandro Silva, Barthélémy Meynard-Piganeau, Carlo Lucibello, Christoph Feinauer
2024 J jnl
The twin peaks of learning neural networks.
CoRR
Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti
2024 J jnl
The twin peaks of learning neural networks.
Mach. Learn. Sci. Technol.
Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti
2023 J jnl
Generating interacting protein sequences using domain-to-domain translation.
Bioinform.
Barthélémy Meynard-Piganeau, Caterina Fabbri, Martin Weigt, Andrea Pagnani, Christoph Feinauer
2022 A* conf
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry.
ICML
Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina
2022 J jnl
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry.
CoRR
Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina
2022 J jnl
Interpretable pairwise distillations for generative protein sequence models.
PLoS Comput. Biol.
Christoph Feinauer, Barthélémy Meynard-Piganeau, Carlo Lucibello
2022 J jnl
The Mean Dimension of Neural Networks - What causes the interaction effects?
CoRR
Roman Hahn, Christoph Feinauer, Emanuele Borgonovo
2021 A* conf
Entropic gradient descent algorithms and wide flat minima.
ICLR
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina
2021 — conf
Reconstruction of Pairwise Interactions using Energy-Based Models.
MSML
Christoph Feinauer, Carlo Lucibello
2020 J jnl
Entropic gradient descent algorithms and wide flat minima.
CoRR
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina
2020 J jnl
Reconstruction of Pairwise Interactions using Energy-Based Models.
CoRR
Christoph Feinauer, Carlo Lucibello
2019 J jnl
Natural representation of composite data with replicated autoencoders.
CoRR
Matteo Negri, Davide Bergamini, Carlo Baldassi, Riccardo Zecchina, Christoph Feinauer
2014 J jnl
Improving Contact Prediction along Three Dimensions.
PLoS Comput. Biol.
Christoph Feinauer, Marcin J. Skwark, Andrea Pagnani, Erik Aurell