Question 1

What is Oxford Applied and Theoretical Machine Learning Group (OATML) known for?

Accepted Answer

Oxford Computer Science group led by Yarin Gal, working on Bayesian deep learning, uncertainty and AI safety. Landmarks: BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning (2019); Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation (2023); The Curse of Recursion: Training on Generated Data Makes Models Forget (2023).

Question 2

Who leads Oxford Applied and Theoretical Machine Learning Group (OATML)?

Accepted Answer

Yarin Gal, Group lead (Professor).

Question 3

What kind of organization is Oxford Applied and Theoretical Machine Learning Group (OATML)?

Accepted Answer

Academic within University of Oxford, based in Oxford.

Oxford Applied and Theoretical Machine Learning Group (OATML)

Landmark work

BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

Semantic Uncertainty: Linguistic Invariances for Uncertainty Estimation in Natural Language Generation

The Curse of Recursion: Training on Generated Data Makes Models Forget

Leaders

Yarin Gal

Links

Added to Labs.