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Yarin Gal

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Continual Learning via Sequential Function-Space Variational Inference

Dec 28, 2023
Tim G. J. Rudner, Freddie Bickford Smith, Qixuan Feng, Yee Whye Teh, Yarin Gal

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Tractable Function-Space Variational Inference in Bayesian Neural Networks

Dec 28, 2023
Tim G. J. Rudner, Zonghao Chen, Yee Whye Teh, Yarin Gal

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Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?

Dec 28, 2023
Gunshi Gupta, Tim G. J. Rudner, Rowan Thomas McAllister, Adrien Gaidon, Yarin Gal

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DiscoBAX: Discovery of Optimal Intervention Sets in Genomic Experiment Design

Dec 07, 2023
Clare Lyle, Arash Mehrjou, Pascal Notin, Andrew Jesson, Stefan Bauer, Yarin Gal, Patrick Schwab

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Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements

Nov 01, 2023
Peter A. Zachares, Vahan Hovhannisyan, Alan Mosca, Yarin Gal

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How to Catch an AI Liar: Lie Detection in Black-Box LLMs by Asking Unrelated Questions

Sep 26, 2023
Lorenzo Pacchiardi, Alex J. Chan, Sören Mindermann, Ilan Moscovitz, Alexa Y. Pan, Yarin Gal, Owain Evans, Jan Brauner

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Fine-tuning can cripple your foundation model; preserving features may be the solution

Aug 25, 2023
Jishnu Mukhoti, Yarin Gal, Philip H. S. Torr, Puneet K. Dokania

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In-Context Learning in Large Language Models Learns Label Relationships but Is Not Conventional Learning

Aug 07, 2023
Jannik Kossen, Tom Rainforth, Yarin Gal

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LLM Censorship: A Machine Learning Challenge or a Computer Security Problem?

Jul 20, 2023
David Glukhov, Ilia Shumailov, Yarin Gal, Nicolas Papernot, Vardan Papyan

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