Oxford Applied and Theoretical Machine Learning Group
OATML

15 Aug 2023
30 Mar 2023
06 Mar 2023
20 Nov 2022
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07/2023: "Question Decomposition Improves the Faithfulness of Model-Generated Reasoning" (A Radhakrishnan, K Nguyen,, A Chen, C Chen, C Denison, D Hernandez, E Durmus, E Hubinger, J Kernion, K Lukosiute, N Cheng, N Joseph, N Schiefer, O Rausch, S McCandlish, S El Showk, T Lanham, T Maxwell, V Chandrasekaran, Z Hatfield-Dodds, J Kaplan, Jan Brauner, SR Bowman, E Perez). |
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07/2023: "Measuring Faithfulness in Chain-of-Thought Reasoning" (Tamera Lanham, Anna Chen, Ansh Radhakrishnan, Benoit Steiner, Carson Denison, Danny Hernandez, Dustin Li, Esin Durmus, Evan Hubinger, Jackson Kernion, Kamile Lukosiute, Karina Nguyen, Newton Cheng, Nicholas Joseph, Nicholas Schiefer, Oliver Rausch, Robin Larson, Sam McCandlish, Sandipan Kundu, Saurav Kadavath, Shannon Yang, Thomas Henighan, Timothy Maxwell, Timothy Telleen-Lawton, Tristan Hume, Zac Hatfield-Dodds, Jared Kaplan, Jan Brauner, Samuel R. Bowman, Ethan Perez). |
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06/2023: "BatchGFN: Generative Flow Networks for Batch Active Learning" (Shreshth Malik, Salem Lahlou, Andrew Jesson, Moksh Jain, Nikolay Malkin, Tristan Deleu, Yoshua Bengio, 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) ●
Katrina Dickson (Associate Member (Program Manager), 2023) ●
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: