Oxford Applied and Theoretical Machine Learning Group
OATML

30 Mar 2023
06 Mar 2023
20 Nov 2022
02 Nov 2022
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05/2023: "Drug Discovery under Covariate Shift with Domain-Informed Prior Distributions over Functions" (Leo Klarner, Tim G. J. Rudner, Michael Reutlinger, Torsten Schindler, Garrett M Morris, Charlotte Deane, Yee Whye Teh). |
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05/2023: "B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding" (Miruna Oprescu, Jacob Dorn, Marah Ghoummaid, Andrew Jesson, Nathan Kallus, Uri Shalit). |
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05/2023: "DiscoBAX - Discovery of optimal intervention sets in genomic experiment design" (Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab). |
We are researchers coming from varied backgrounds, including Computer Science, Maths & Stats, Engineering, and Physics.
We come from academia (Oxford, Cambridge, MILA, Manchester, U of Amsterdam, U of Toronto, U of Cape Town, Yale, and others) and industry (Google, DeepMind, Twitter, Qualcomm, and startups).
We include 5 Rhodes Scholars, 3 Clarendon Scholars, 3 DeepMind Scholars, one cancer research UK Scholar, with our students funded by many additional sources (AIMS CDT, Cyber CDT, industry, and more). If you'd like to join us take a look here.
Current group members:
Yarin Gal (Associate Professor) ●
Freddie Kalaitzis (Senior Research Fellow, 2020) ●
Tiarnan Doherty (Postdoc, 2022) ●
Ilia Shumailov (Postdoc, 2022) ●
Gunshi Gupta (PhD, 2021) ●
Kelsey Doerksen (PhD, 2021) ●
Lorenz Kuhn (PhD, 2021) ●
Ruben Weitzman (PhD, 2021) ●
Shreshth Malik (PhD, 2021) ●
Jannik Kossen (PhD, 2020) ●
Lisa Schut (PhD, 2020) ●
Muhammed Razzak (PhD, 2020) ●
Tuan Nguyen (Associate Member (PhD), 2020) ●
Gabriel Jones (Associate Member (PhD), 2020) ●
Freddie Bickford Smith (Associate Member (PhD), 2020) ●
Angus Nicolson (Associate Member (PhD), 2020) ●
Atılım Güneş Baydin (Associate Member (Faculty), 2020) ●
Andrew Jesson (PhD, 2019) ●
Jan Brauner (PhD, 2019) ●
Pascal Notin (PhD, 2019) ●
Sören Mindermann (PhD, 2019) ●
Jishnu Mukhoti (Associate Member (PhD), 2019) ●
Tom Rainforth (Associate Member (Faculty), 2019) ●
Panagiotis Tigas (PhD, 2018) ●
Tim G. J. Rudner (PhD, 2017) ●
Sebastian Farquhar (Associate Member (Senior Research Fellow), 2017)
02 Nov 2021, 15:00, Zoom | Owain Evans (Oxford). |
18 Oct 2021, 15:00, Oxford | Stanislav Fort (Oxford). |
06 Jul 2021, 15:00, Zoom | Pavel Izmailov (NYU). |
16 Jun 2021, 15:00, Zoom | Tamara Broderick (MIT). |
Our group collaborators include:
And our group affiliates include: