2 papers
cs.LG2025
Active Learning with Imperfect Labels: Optimal Labeler Assignment and Sample Selection
Pouya Ahadi, Blair Winograd, Camille Zaug +3
Active Learning (AL) is commonly used in applications where labeling data is expensive or time-consuming. In practice, however, labels are often noisy due to varying labeler expert…
physics.chem-ph2020
Error propagation in the fully self-consistent stochastic second-order Green's function method
Blair Winograd, Emanuel Gull, Dominika Zgid
We present an implementation of a fully self-consistent finite temperature second order Green's function perturbation theory (GF2) within the diagrammatic Monte Carlo framework. In…