Conformalized Multimodal Uncertainty Regression and ReasoningIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 |
Diversifying Deep Ensembles: A Saliency Map Approach for Enhanced OOD
Detection, Calibration, and AccuracyInternational Conference on Information Photonics (ICIP), 2023 |
Machine Learning in Orbit Estimation: a SurveyActa Astronautica (Acta Astronaut.), 2022 |
Approximating Bayes in the 21st CenturyStatistical Science (Statist. Sci.), 2021 |
Valid prediction intervals for regression problemsArtificial Intelligence Review (AIR), 2021 |
PNet -- A Deep Learning Based Photometry and Astrometry Bayesian
FrameworkAstronomical Journal (AJ), 2021 |