Oxford Applied and Theoretical Machine Learning Group
OATML

06 Mar 2023
20 Nov 2022
02 Nov 2022
22 Sep 2022
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03/2023: "Orbit-to-ground framework to decode and predict biosignature patterns in terrestrial analogues" (Kimberley Warren-Rhodes, Nathalie A. Cabrol, Michael Phillips, Cinthya Tebes-Cayo, Freddie Kalaitzis, Diego Ayma, Cecilia Demergasso, Guillermo Chong-Diaz, Kevin Lee, Nancy Hinman, Kevin L. Rhodes, Linda Ng Boyle, Janice L. Bishop, Michael H. Hofmann, Neil Hutchinson, Camila Javiera, Jeffrey Moersch, Claire Mondro, Nora Nofke, Victor Parro, Connie Rodriguez, Pablo Sobron, Philippe Sarazzin, David Wettergreen, the SETI Institute NAI Team). |
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02/2023: "Semantic Uncertainty; Linguistic Invariances for Uncertainty Estimation in Natural Language Generation" (Lorenz Kuhn, Yarin Gal, Sebastian Farquhar). |
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02/2023: "CLAM; Selective Clarification for Ambiguous Questions with Generative Language Models" (Lorenz Kuhn, Sebastian Farquhar, Yarin Gal). |
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) ●
Laura Gisseleire (Associate Member (Program Manager), 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) ●
Angelos Filos (PhD, 2018) ●
Aidan Gomez (PhD, 2018) ●
Andreas Kirsch (PhD, 2018) ●
Joost van Amersfoort (PhD, 2018) ●
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: