Gavin Leech

According to our database, Gavin Leech authored at least 12 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

How much technical talent is there? A systematic estimate of the ML research pool among 3 million consultants.

Maximilian Schons, Red Bermejo, Florian Aldehoff-Zeidler, Niccoló Zanichelli, Oliver Evans, Gavin Leech, Samuel Härgestam

CoRR, March, 2026

Soft Contamination Means Benchmarks Test Shallow Generalization.

Ari Spiesberger, Juan J. Vazquez, Nicky Pochinkov, Tomas Gavenciak, Peli Grietzer, Gavin Leech, Nandi Schoots

CoRR, February, 2026

2024

Questionable practices in machine learning.

Gavin Leech, Juan J. Vazquez, Misha Yagudin, Niclas Kupper, Laurence Aitchison

CoRR, 2024

Ten Hard Problems in Artificial Intelligence We Must Get Right.

Gavin Leech, Simson L. Garfinkel, Misha Yagudin, Alexander Briand, Aleksandr Zhuravlev

CoRR, 2024

2023

Activation Addition: Steering Language Models Without Optimization.

Alexander Matt Turner, Lisa Thiergart, David Udell, Gavin Leech, Ulisse Mini, Monte MacDiarmid

CoRR, 2023

Decision trees compensate for model misspecification.

Hugh Panton, Gavin Leech, Laurence Aitchison

CoRR, 2023

Massively parallel reweighted wake-sleep.

Thomas Heap, Gavin Leech, Laurence Aitchison

Proceedings of the Uncertainty in Artificial Intelligence, 2023

2022

Seasonal variation in SARS-CoV-2 transmission in temperate climates: A Bayesian modelling study in 143 European regions.

Tomas Gavenciak, Joshua Teperowski Monrad, Gavin Leech, Mrinank Sharma, Sören Mindermann, Samir Bhatt, Jan Markus Brauner, Jan Kulveit

PLoS Comput. Biol., 2022

2021

Safety Properties of Inductive Logic Programming.

Gavin Leech, Nandi Schoots, Joar Skalse

Proceedings of the Workshop on Artificial Intelligence Safety 2021 (SafeAI 2021) co-located with the Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI 2021), 2021

2020

Legally grounded fairness objectives.

Dylan Holden-Sim, Gavin Leech, Laurence Aitchison

CoRR, 2020

On the robustness of effectiveness estimation of nonpharmaceutical interventions against COVID-19 transmission.

Mrinank Sharma, Sören Mindermann, Jan Markus Brauner, Gavin Leech, Anna B. Stephenson, Tomas Gavenciak, Jan Kulveit, Yee Whye Teh, Leonid Chindelevitch, Yarin Gal

CoRR, 2020

How Robust are the Estimated Effects of Nonpharmaceutical Interventions against COVID-19?

Mrinank Sharma, Sören Mindermann, Jan Markus Brauner, Gavin Leech, Anna B. Stephenson, Tomas Gavenciak, Jan Kulveit, Yee Whye Teh, Leonid Chindelevitch, Yarin Gal

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020