2 papers
cs.LG2024
Online Decision Deferral under Budget Constraints
Mirabel Reid, Tom Sühr, Claire Vernade +1
Machine Learning (ML) models are increasingly used to support or substitute decision making. In applications where skilled experts are a limited resource, it is crucial to reduce t…
cs.LG2024
Improving Radiography Machine Learning Workflows via Metadata Management for Training Data Selection
Mirabel Reid, Christine Sweeney, Oleg Korobkin
Most machine learning models require many iterations of hyper-parameter tuning, feature engineering, and debugging to produce effective results. As machine learning models become m…