Assessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
Workshop paper
Publications
94 results for Uncertainty Quantification
Selective Regression Under Fairness Criteria
- Abhin Shah
- Yuheng Bu
- et al.
- 2022
- ICML 2022
Conference paperSurrogate Ensemble Forecasting for Dynamic Climate Impact Models
- Julian Kuehnert
- Deborah MCGlynn
- et al.
- 2022
- ICLR 2022
Workshop paperEffective generation of compressed stationary Gaussian fields
- Robert Manson Sawko
- Malgorzata Zimon
- 2022
- SIAM/ASA JUQ
PaperAddressing Solution Quality in Data-generated Optimization Models
- 2022
- AAAI 2022
Workshop paperNumerical 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
PaperS3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process
- Chulin Wang
- Kyongmin Yeo
- et al.
- 2021
- NeurIPS 2021
Workshop paperOnline Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model
- Zhanhong Yang
- Satoshi Masuda
- et al.
- 2021
- SIGSPATIAL GIS 2021
Conference paperDynamic 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
PaperDecision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- 2021
- ICML 2021
Conference paper