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Ro Jefferson
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 6
Top Topics
Neural Network
Information Flows
Top Venues
CoRR
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Publications
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Björn E. Van Zwol
,
Ro Jefferson
,
Egon L. van den Broek
Predictive Coding Networks and Inference Learning: Tutorial and Survey.
CoRR
(2024)
Yanick Thurn
,
Ro Jefferson
,
Johanna Erdmenger
Opening the Black Box: predicting the trainability of deep neural networks with reconstruction entropy.
CoRR
(2024)
Jessica N. Howard
,
Ro Jefferson
,
Anindita Maiti
,
Zohar Ringel
Wilsonian Renormalization of Neural Network Gaussian Processes.
CoRR
(2024)
Aleksandar Bukva
,
Jurriaan de Gier
,
Kevin T. Grosvenor
,
Ro Jefferson
,
Koenraad Schalm
,
Eliot Schwander
Criticality versus uniformity in deep neural networks.
CoRR
(2023)
Kevin T. Grosvenor
,
Ro Jefferson
The edge of chaos: quantum field theory and deep neural networks.
CoRR
(2021)
Johanna Erdmenger
,
Kevin T. Grosvenor
,
Ro Jefferson
Towards quantifying information flows: relative entropy in deep neural networks and the renormalization group.
CoRR
(2021)