2 papers
cs.LG2025
Evaluation of Seismic Artificial Intelligence with Uncertainty
Samuel Myren, Nidhi Parikh, Rosalyn Rael +3
Artificial intelligence has transformed the seismic community with deep learning models (DLMs) that are trained to complete specific tasks within workflows. However, there is still…
stat.ML2025
Statistical Uncertainty Quantification for Aggregate Performance Metrics in Machine Learning Benchmarks
Rachel Longjohn, Giri Gopalan, Emily Casleton
Modern artificial intelligence is supported by machine learning models (e.g., foundation models) that are pretrained on a massive data corpus and then adapted to solve a variety of…