2 papers
stat.ME2024
Generalised Bayes Linear Inference
Lachlan Astfalck, Cassandra Bird, Daniel Williamson
Motivated by big data and the vast parameter spaces in modern machine learning models, optimisation approaches to Bayesian inference have seen a surge in popularity in recent years…
cs.AI2023
On the meaning of uncertainty for ethical AI: philosophy and practice
Cassandra Bird, Daniel Williamson, Sabina Leonelli
Whether and how data scientists, statisticians and modellers should be accountable for the AI systems they develop remains a controversial and highly debated topic, especially give…