Christian Keup

According to our database, Christian Keup authored at least 6 papers between 2020 and 2026.

Collaborative distances:

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

2026

Kernel Renormalization in Bayesian Deep Neural Networks: the Equivalent Wishart Ansatz in the Proportional Regime.

Paolo Baglioni, Christian Keup, Vincenzo Zimbardo, Rosalba Pacelli, Alessandro Vezzani, Raffaella Burioni, Pietro Rotondo

CoRR, May, 2026

2024

Optimal thresholds and algorithms for a model of multi-modal learning in high dimensions.

Christian Keup, Lenka Zdeborová

CoRR, 2024

2023

Les Houches Lectures on Deep Learning at Large & Infinite Width.

Yasaman Bahri, Boris Hanin, Antonin Brossollet, Vittorio Erba, Christian Keup, Rosalba Pacelli, James B. Simon

CoRR, 2023

2022

Field theoretic approaches to computation in neuronal networks.

Christian Keup

PhD thesis, 2022

Origami in N dimensions: How feed-forward networks manufacture linear separability.

Christian Keup, Moritz Helias

CoRR, 2022

2020

Unfolding recurrence by Green's functions for optimized reservoir computing.

Sandra Nestler, Christian Keup, David Dahmen, Matthieu Gilson, Holger Rauhut, Moritz Helias

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020