Christian Keup

Postdoc, University of Parma
Joined
May 2021

Names

Christian Keup (Preferred)

Emails

****@fz-juelich.de (Confirmed)
, 
****@epfl.ch (Confirmed)
, 
****@rwth-aachen.de (Confirmed)
, 
****@unipr.it (Confirmed)

Personal Links

Career & Education History

Postdoc
University of Parma (unipr.it)
2025 – Present
Postdoc
EPFL - EPF Lausanne (epfl.ch)
2022 – 2024
PhD student
RWTH Aachen University (rwth-aachen.de)
2018 – 2022

Advisors, Relations & Conflicts

Postdoc Advisor
Lenka Zdeborová
2022 – 2024
PhD Advisor
Moritz Helias
2018 – 2022

Expertise

adaptive kernels
, 
kernel renormalization
, 
feature learning
2025 – Present
inference learning
, 
energy based models
2024 – Present
feature learning
, 
theory
2024 – Present
active inference
, 
NeuroAI
2024 – Present
predictive coding
, 
variational inference
2022 – Present
statistical physics
, 
high dimensional learning
, 
Bayesian
2022 – Present
data representation
, 
deep network
, 
geometry
2020 – Present
spiking networks
, 
biologically plausible learning
2019 – Present
reservoir computing
, 
chaos
2018 – Present
field theory
, 
RNNs
2018 – Present
renormalization
, 
learning
2019 – 2024

Publications

View all 12 publications

Co-Authors