Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification... Conference Paper June, 2022
Invertible neural networks for E3SM land model calibration and simulation... Conference Paper April, 2022
PI3NN: Out-of-distribution-aware Prediction Intervals from Three Neural Networks... Conference Paper April, 2022
A dictionary learning algorithm for compression and reconstruction of streaming data in preset order... Journal April, 2022
Anderson Acceleration for Distributed Training of Deep Learning Models... Conference Paper March, 2022
Maintaining Trust in Reduction: Preserving the Accuracy of Quantities of Interest for Lossy Compression... Conference Paper March, 2022