2 papers
cs.LG2024
"Show Me What's Wrong!": Combining Charts and Text to Guide Data Analysis
Beatriz Feliciano, Rita Costa, Jean Alves +3
Analyzing and finding anomalies in multi-dimensional datasets is a cumbersome but vital task across different domains. In the context of financial fraud detection, analysts must qu…
cs.LG2024
Cost-Sensitive Learning to Defer to Multiple Experts with Workload Constraints
Jean V. Alves, Diogo Leitão, Sérgio Jesus +5
Learning to defer (L2D) aims to improve human-AI collaboration systems by learning how to defer decisions to humans when they are more likely to be correct than an ML classifier. E…