Farquhar, Sebastian

19 publications

ICLRW 2025 Do Multilingual LLMs Think in English? Lisa Schut, Yarin Gal, Sebastian Farquhar

ICML 2025 MONA: Myopic Optimization with Non-Myopic Approval Can Mitigate Multi-Step Reward Hacking Sebastian Farquhar, Vikrant Varma, David Lindner, David Elson, Caleb Biddulph, Ian Goodfellow, Rohin Shah

AAAI 2024 Discovering Agents (Abstract Reprint) Zachary Kenton, Ramana Kumar, Sebastian Farquhar, Jonathan Richens, Matt MacDermott, Tom Everitt

ICMLW 2023 CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models Lorenz Kuhn, Yarin Gal, Sebastian Farquhar

AISTATS 2023 Do Bayesian Neural Networks Need to Be Fully Stochastic? Mrinank Sharma, Sebastian Farquhar, Eric Nalisnick, Tom Rainforth

AISTATS 2023 Prediction-Oriented Bayesian Active Learning Freddie Bickford Smith, Andreas Kirsch, Sebastian Farquhar, Yarin Gal, Adam Foster, Tom Rainforth

ICLR 2023 Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation Lorenz Kuhn, Yarin Gal, Sebastian Farquhar

TMLR 2023 Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning Andreas Kirsch, Sebastian Farquhar, Parmida Atighehchian, Andrew Jesson, Frédéric Branchaud-Charron, Yarin Gal

NeurIPS 2023 Tracr: Compiled Transformers as a Laboratory for Interpretability David Lindner, Janos Kramar, Sebastian Farquhar, Matthew Rahtz, Tom McGrath, Vladimir Mikulik

NeurIPS 2022 Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation Jannik Kossen, Sebastian Farquhar, Yarin Gal, Thomas Rainforth

AAAI 2022 Path-Specific Objectives for Safer Agent Incentives Sebastian Farquhar, Ryan Carey, Tom Everitt

ICML 2022 Prioritized Training on Points That Are Learnable, Worth Learning, and Not yet Learnt Sören Mindermann, Jan M Brauner, Muhammed T Razzak, Mrinank Sharma, Andreas Kirsch, Winnie Xu, Benedikt Höltgen, Aidan N Gomez, Adrien Morisot, Sebastian Farquhar, Yarin Gal

ICLR 2022 Prospect Pruning: Finding Trainable Weights at Initialization Using Meta-Gradients Milad Alizadeh, Shyam A. Tailor, Luisa M Zintgraf, Joost van Amersfoort, Sebastian Farquhar, Nicholas Donald Lane, Yarin Gal

NeurIPSW 2022 Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation Lorenz Kuhn, Yarin Gal, Sebastian Farquhar

NeurIPSW 2022 What 'Out-of-Distribution' Is and Is Not Sebastian Farquhar, Yarin Gal

ICML 2021 Active Testing: Sample-Efficient Model Evaluation Jannik Kossen, Sebastian Farquhar, Yarin Gal, Tom Rainforth

ICLR 2021 On Statistical Bias in Active Learning: How and When to Fix It Sebastian Farquhar, Yarin Gal, Tom Rainforth

NeurIPS 2020 Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations Sebastian Farquhar, Lewis Smith, Yarin Gal

AISTATS 2020 Radial Bayesian Neural Networks: Beyond Discrete Support in Large-Scale Bayesian Deep Learning Sebastian Farquhar, Michael A. Osborne, Yarin Gal