2025
Statistical Analysis of an Adversarial Bayesian Weak Supervision Method
NeurIPS 2025poster
Programmatic Weak Supervision (PWS) aims to reduce the cost of constructing large high quality labeled datasets often used in training modern machine learning models. A major component of the PWS pipeline is the label model, which amalgamates predictions from multiple noisy weak supervision sources…