Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

Sebastian Farquhar · SciRah

Researcher profile · Semantic Scholar

Sebastian Farquhar

Oxford

Share profile

Sebastian Farquhar — researcher profile on SciRah

h-index: 25
Works: 39
Citations: 6,234

Most-cited papers

Detecting hallucinations in large language models using semantic entropy
Sebastian Farquhar, Jannik Kossen, Lorenz Kuhn, Yarin Gal
2024Nature1,931 citations Open access
Semantic Scholar
Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation
Lorenz Kuhn, Yarin Gal, Sebastian Farquhar
2023International Conference on Learning Representations1,037 citations Open access
Semantic Scholar
The Malicious Use of Artificial Intelligence: Forecasting, Prevention, and Mitigation
Miles Brundage, S. Avin, Jack Clark, H. Toner +22 more
2018arXiv.org968 citations
Semantic Scholar
Towards Robust Evaluations of Continual Learning
Sebastian Farquhar, Yarin Gal
2018arXiv.org333 citations
Semantic Scholar
Prioritized Training on Points that are Learnable, Worth Learning, and Not Yet Learnt
Sören Mindermann, Janina Brauner, Muhammed Razzak, Mrinank Sharma +7 more
2022International Conference on Machine Learning309 citations Open access
Semantic Scholar
Model evaluation for extreme risks
Toby Shevlane, Sebastian Farquhar, Ben Garfinkel, Mary Phuong +17 more
2023arXiv.org258 citations Open access
Semantic Scholar
A Systematic Comparison of Bayesian Deep Learning Robustness in Diabetic Retinopathy Tasks
Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner +5 more
2019arXiv.org131 citations
Semantic Scholar
Active Testing: Sample-Efficient Model Evaluation
Jannik Kossen, Sebastian Farquhar, Yarin Gal, Tom Rainforth
2021International Conference on Machine Learning117 citations
Semantic Scholar
Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning
Zachary Nado, Neil Band, Mark Collier, J. Djolonga +22 more
2021arXiv.org116 citations
Semantic Scholar
Do Multilingual LLMs Think In English?
Lisa Schut, Yarin Gal, Sebastian Farquhar
2025arXiv.org105 citations
Semantic Scholar
On Statistical Bias In Active Learning: How and When To Fix It
Sebastian Farquhar, Yarin Gal, Tom Rainforth
2021International Conference on Learning Representations105 citations
Semantic Scholar
Do Bayesian Neural Networks Need To Be Fully Stochastic?
Mrinank Sharma, Sebastian Farquhar, Eric T. Nalisnick, Tom Rainforth
2022International Conference on Artificial Intelligence and Statistics95 citations Open access
Semantic Scholar
CLAM: Selective Clarification for Ambiguous Questions with Generative Language Models
Lorenz Kuhn, Yarin Gal, Sebastian Farquhar
202289 citations
Semantic Scholar
Prediction-Oriented Bayesian Active Learning
Freddie Bickford-Smith, Andreas Kirsch, Sebastian Farquhar, Yarin Gal +2 more
2023International Conference on Artificial Intelligence and Statistics86 citations Open access
Semantic Scholar
A Unifying Bayesian View of Continual Learning
Sebastian Farquhar, Yarin Gal
2019arXiv.org83 citations
Semantic Scholar
Radial Bayesian Neural Networks: Beyond Discrete Support In Large-Scale Bayesian Deep Learning
Sebastian Farquhar, Michael A. Osborne, Yarin Gal
2019International Conference on Artificial Intelligence and Statistics74 citations
Semantic Scholar
Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
Milad Alizadeh, Shyam A. Tailor, Luisa M. Zintgraf, Joost R. van Amersfoort +3 more
2022International Conference on Learning Representations53 citations
Semantic Scholar
Liberty or Depth: Deep Bayesian Neural Nets Do Not Need Complex Weight Posterior Approximations
Sebastian Farquhar, Lewis Smith, Yarin Gal
2020Neural Information Processing Systems47 citations
Semantic Scholar
Discovering Agents
Zachary Kenton, Ramana Kumar, Sebastian Farquhar, Jonathan G. Richens +2 more
2022Artificial Intelligence45 citations Open access
Semantic Scholar
Stochastic Batch Acquisition: A Simple Baseline for Deep Active Learning
Andreas Kirsch, Sebastian Farquhar, Parmida Atighehchian, A. Jesson +2 more
2021Trans. Mach. Learn. Res.45 citations
Semantic Scholar
Active Surrogate Estimators: An Active Learning Approach to Label-Efficient Model Evaluation
Jannik Kossen, Sebastian Farquhar, Yarin Gal, Tom Rainforth
2022Neural Information Processing Systems37 citations Open access
Semantic Scholar
Path-Specific Objectives for Safer Agent Incentives
Sebastian Farquhar, Ryan Carey, Tom Everitt
2022AAAI Conference on Artificial Intelligence33 citations Open access
Semantic Scholar
Evaluating Approximate Inference in Bayesian Deep Learning
A. Wilson, Pavel Izmailov, M. Hoffman, Yarin Gal +6 more
2021Neural Information Processing Systems28 citations
Semantic Scholar
Benchmarking Bayesian Deep Learning with Diabetic Retinopathy Diagnosis
Angelos Filos, Sebastian Farquhar, Aidan N. Gomez, Tim G. J. Rudner +3 more
201928 citations
Semantic Scholar
Single Shot Structured Pruning Before Training
Joost R. van Amersfoort, Milad Alizadeh, Sebastian Farquhar, N. Lane +1 more
2020arXiv.org25 citations
Semantic Scholar
What ‘Out-of-distribution’ Is and Is Not
Sebastian Farquhar, Yarin Gal
21 citations
Semantic Scholar
A Simple Baseline for Batch Active Learning with Stochastic Acquisition Functions
Andreas Kirsch, Sebastian Farquhar, Yarin Gal
2021arXiv.org17 citations
Semantic Scholar
Differentially Private Continual Learning
Sebastian Farquhar, Yarin Gal
2019arXiv.org13 citations
Semantic Scholar
CLAM: Selective Clarification for Ambiguous Questions with Large Language Models
Lorenz Kuhn, Yarin Gal, Sebastian Farquhar
2022arXiv.org11 citations Open access
Semantic Scholar
Policy Desiderata in the Development of Machine Superintelligence 1
Superintelligence, N. Bostrom, Allan Dafoe, Carrick Flynn +13 more
201611 citations
Semantic Scholar
Pricing Externalities to Balance Public Risks and Benefits of Research
Sebastian Farquhar, Owen Cotton-Barratt, Andrew Snyder-Beattie
2017Health Security10 citations Open access
Semantic Scholar
Prioritized training on points that are learnable, worth learning, and not yet learned
Sören Mindermann, Muhammed Razzak, Winnie Xu, Andreas Kirsch +6 more
2021arXiv.org9 citations
Semantic Scholar
Try Depth Instead of Weight Correlations: Mean-ﬁeld is a Less Restrictive Assumption for Variational Inference in Deep Networks
Sebastian Farquhar
20198 citations
Semantic Scholar
Try Depth Instead of Weight Correlations: Mean-field is a Less Restrictive Assumption for Deeper Networks
Sebastian Farquhar, Lewis Smith, Yarin Gal
2020arXiv.org5 citations
Semantic Scholar
Radial Bayesian Neural Networks: Robust Variational Inference In Big Models
Sebastian Farquhar, Michael Osborne, Yarin Gal
2019arXiv.org5 citations
Semantic Scholar
BasicNeeds : Scaling Up Mental Health and Development
C. Underhill, S. Raja, Sebastian Farquhar
20173 citations
Semantic Scholar
Understanding Approximation for Bayesian Inference in Neural Networks
Sebastian Farquhar
2022arXiv.org2 citations Open access
Semantic Scholar
Appendix for ‘Active Testing: Sample–Efficient Model Evaluation’
Jannik Kossen, Sebastian Farquhar
20211 citations
Semantic Scholar
Beyond risk-benefit analysis : pricing externalities for gain-of-function research of concern
Owen Cotton-Barratt, Sebastian Farquhar, Andrew Snyder-Beattie
20161 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Yarin Gal×24
Invite
Yarin Gal — researcher profile on SciRah
Andreas Kirsch×5
Invite
Andreas Kirsch — researcher profile on SciRah
Tom Rainforth×5
Invite
Tom Rainforth — researcher profile on SciRah
Jannik Kossen×4
Invite
Jannik Kossen — researcher profile on SciRah

×4

Invite

Lorenz Kuhn — researcher profile on SciRah

Aidan N. Gomez×4

Invite

Aidan N. Gomez — researcher profile on SciRah

Invite

Lewis Smith — researcher profile on SciRah

Milad Alizadeh×4

Invite

Milad Alizadeh — researcher profile on SciRah

Invite

Jack Clark — researcher profile on SciRah

Invite

Allan Dafoe — researcher profile on SciRah

Angelos Filos×3

Invite

Angelos Filos — researcher profile on SciRah

Tim G. J. Rudner×3

Invite

Tim G. J. Rudner — researcher profile on SciRah