Christoph Feinauer

According to our database, Christoph Feinauer authored at least 9 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The twin peaks of learning neural networks.

Elizaveta Demyanenko, Christoph Feinauer, Enrico M. Malatesta, Luca Saglietti

CoRR, 2024

2022

Interpretable pairwise distillations for generative protein sequence models.

Christoph Feinauer, Barthélémy Meynard-Piganeau, Carlo Lucibello

PLoS Comput. Biol., 2022

The Mean Dimension of Neural Networks - What causes the interaction effects?

Roman Hahn, Christoph Feinauer, Emanuele Borgonovo

CoRR, 2022

Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry.

Fabrizio Pittorino, Antonio Ferraro, Gabriele Perugini, Christoph Feinauer, Carlo Baldassi, Riccardo Zecchina

Proceedings of the International Conference on Machine Learning, 2022

2021

Reconstruction of Pairwise Interactions using Energy-Based Models.

Christoph Feinauer, Carlo Lucibello

Proceedings of the Mathematical and Scientific Machine Learning, 2021

Entropic gradient descent algorithms and wide flat minima.

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Gabriele Perugini, Carlo Baldassi, Elizaveta Demyanenko, Riccardo Zecchina

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Entropic gradient descent algorithms and wide flat minima.

Fabrizio Pittorino, Carlo Lucibello, Christoph Feinauer, Enrico M. Malatesta, Gabriele Perugini, Carlo Baldassi, Matteo Negri, Elizaveta Demyanenko, Riccardo Zecchina

CoRR, 2020

2019

Natural representation of composite data with replicated autoencoders.

Matteo Negri, Davide Bergamini, Carlo Baldassi, Riccardo Zecchina, Christoph Feinauer

CoRR, 2019

2014

Improving Contact Prediction along Three Dimensions.

Christoph Feinauer, Marcin J. Skwark, Andrea Pagnani, Erik Aurell

PLoS Comput. Biol., 2014