Arno Onken
Lecturer in Data Science for Life Sciences
Develops probabilistic machine learning models such as copulas, Gaussian processes and normalizing flows to analyse neural activity and its relation to behaviour.
Arno Onken's lab at Edinburgh works on probabilistic & causal inference and neuroscience & brain-computer interfaces. 6 papers since 2023, 4 at top venues, mostly CVPR and NeurIPS. 5 PhD students. 4 alumni.
At a glance
- papers, 2023–2026
- 2/ year
- at T1 venues
- 67%
- PhD students
- 5
- MS students
- 0
- alumni listed
- 4
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 1
- 2 papers2024 · T1 2
- 2 papers2023 · T1 1
T1 venuesOtherVenues: CVPR, NeurIPS, TMLR
Research focuspaper titles that use each topic's words
- Probabilistic & causal inference0 papers
- Neuroscience & brain-computer interfaces0 papers
- flows0 papers
- gaussian processes0 papers
- processes0 papers
Paper list
From the lab homepage.
20252 papers
- CVPR (T1)CrossSDF: 3D reconstruction of thin structures from cross-sections (opens in a new tab)
- International Conference on Medical Image Computing and Computer Assisted InterventionVesselSDF: Distance field priors for vascular network reconstruction (opens in a new tab)
20242 papers
Where alumni went4 listed, 0% to industry
Industry 0Academia 1
Also to
- University of Edinburgh
Apply to EdinburghFall 2027
Not announced yet
Informatics PhD
- Round
- Rolling (funding consideration)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- none
Not yet confirmed for this intake.
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- Papers
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- Members
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