1 citations · 1 across the 2 of their papers we have counts for
2 papers
cs.LG2024
Amortized nonmyopic active search via deep imitation learning
Quan Nguyen, Anindya Sarkar, Roman Garnett
Active search formalizes a specialized active learning setting where the goal is to collect members of a rare, valuable class. The state-of-the-art algorithm approximates the optim…
cond-mat.mtrl-sci2024★ 1 cited
Probabilistic Prediction of Material Stability: Integrating Convex Hulls into Active Learning
Andrew Novick, Diana Cai, Quan Nguyen +3
Active learning is a valuable tool for efficiently exploring complex spaces, finding a variety of uses in materials science. However, the determination of convex hulls for phase di…