Publications

Statistical Analysis of an Adversarial Bayesian Weak Supervision Method
Steven An
forthcoming in Conference on Neural Information Processing Systems, 2025

Reliable Programmatic Weak Supervision with Confidence Intervals for Label Probabilities
Verónica Álvarez, Santiago Mazuelas, Steven An, Sanjoy Dasgupta
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2025

Convergence Behavior of an Adversarial Weak Supervision Method
Steven An, Sanjoy Dasgupta
Conference on Uncertainty in Artificial Intelligence, 2024