Christoph Feinauer

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 10

Top Topics

Pairwise Interactions

Top Venues

PLoS Comput. Biol.

Publications

Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti
The twin peaks of learning neural networks. CoRR (2024)
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 (2022)
Roman Hahn, Christoph Feinauer, Emanuele Borgonovo
The Mean Dimension of Neural Networks - What causes the interaction effects? CoRR (2022)
Christoph Feinauer, Barthélémy Meynard-Piganeau, Carlo Lucibello
Interpretable pairwise distillations for generative protein sequence models. PLoS Comput. Biol. 18 (6) (2022)
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)
Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina
Entropic gradient descent algorithms and wide flat minima. ICLR (2021)
Christoph Feinauer, Carlo Lucibello
Reconstruction of Pairwise Interactions using Energy-Based Models. MSML (2021)
Christoph Feinauer, Carlo Lucibello
Reconstruction of Pairwise Interactions using Energy-Based Models. CoRR (2020)
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 (2020)
Matteo Negri, Davide Bergamini, Carlo Baldassi, Riccardo Zecchina, Christoph Feinauer
Natural representation of composite data with replicated autoencoders. CoRR (2019)
Christoph Feinauer, Marcin J. Skwark, Andrea Pagnani, Erik Aurell
Improving Contact Prediction along Three Dimensions. PLoS Comput. Biol. 10 (10) (2014)