82 citations · 259 across the 11 of their papers we have counts for
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cs.LG2022★ 1 cited
Augmenting Neural Networks with Priors on Function Values
Hunter Nisonoff, Yixin Wang, Jennifer Listgarten
The need for function estimation in label-limited settings is common in the natural sciences. At the same time, prior knowledge of function values is often available in these domai…
cs.LG2022★ 44 cited
Conformal Prediction Under Feedback Covariate Shift for Biomolecular Design
Clara Fannjiang, Stephen Bates, Anastasios N. Angelopoulos +2
Many applications of machine learning methods involve an iterative protocol in which data are collected, a model is trained, and then outputs of that model are used to choose what…