Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
Publications
74 results for Uncertainty Quantification
Selective Regression Under Fairness Criteria
- Abhin Shah
- Yuheng Bu
- et al.
- 2022
- ICML 2022
Surrogate Ensemble Forecasting for Dynamic Climate Impact Models
- Julian Kuehnert
- Deborah MCGlynn
- et al.
- 2022
- ICLR 2022
Effective generation of compressed stationary Gaussian fields
- 2022
- SIAM/ASA JUQ
Addressing Solution Quality in Data-generated Optimization Models
- 2022
- AAAI 2022
Numerical investigation of droplets in a cross-ventilated space with sitting passengers under asymptomatic virus transmission conditions
- Carlos Pena Monferrer
- Samuel Freitas Antao
- et al.
- 2021
- Physics of Fluids
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- Chulin Wang
- Kyongmin Yeo
- et al.
- 2021
- NeurIPS 2021
Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model
- Zhanhong Yang
- Satoshi Masuda
- et al.
- 2021
- SIGSPATIAL GIS 2021
Dynamic graph and polynomial chaos based models for contact tracing data analysis and optimal testing prescription
- Shashanka Ubaru
- Lior Horesh
- et al.
- 2021
- Journal of Biomedical Informatics
Fair Selective Classification via Sufficiency
- Joshua Lee
- Yuheng Bu
- et al.
- 2021
- ICML 2021