Jonathan Plenk

PhD student, Maths, University of Oxford

Joined

January 2025

Names

Jonathan Plenk (Preferred)

Emails

****@maths.ox.ac.uk (Confirmed)

Personal Links

Career & Education History

PhD student

Maths, University of Oxford (ox.ac.uk)

2023 – 2027

Advisors, Relations & Conflicts

PhD Advisor

2023 – 2027

PhD Advisor

2023 – 2027

Expertise

deep learning

2023 – 2027

uncertainty quantification

2023 – 2027

deep learning theory

2023 – 2027

Publications

A Gaussian Process View on Observation Noise and Initialization in Wide Neural Networks
Sergio Calvo Ordoñez, Jonathan Plenk, Richard Bergna, Alvaro Cartea, José Miguel Hernández-Lobato, Konstantina Palla, Kamil Ciosek
- AISTATS 2026 Poster
- Readers: Everyone
GAPA: Post-Hoc Uncertainty Quantification for Pre-Trained Models via Activation-Space Gaussian Processes
Richard Bergna, Stefan Depeweg, Sergio Calvo Ordoñez, Jonathan Plenk, Alvaro Cartea, José Miguel Hernández-Lobato
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Observation Noise and Initialization in Wide Neural Networks
Sergio Calvo Ordoñez, Jonathan Plenk, Richard Bergna, Alvaro Cartea, José Miguel Hernández-Lobato, Konstantina Palla, Kamil Ciosek
- AABI 2025 Workshop Track
- Readers: Everyone
Post-Hoc Uncertainty Quantification in Pre-Trained Neural Networks via Activation-Level Gaussian Processes
Richard Bergna, Stefan Depeweg, Sergio Calvo Ordoñez, Jonathan Plenk, Alvaro Cartea, José Miguel Hernández-Lobato
- AABI 2025 Workshop Track
- Readers: Everyone

Co-Authors