Addressing Solution Quality in Data-generated Optimization Models
- 2022
- AAAI 2022
Workshop paper
Publications
90 results for Uncertainty Quantification
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
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
PaperFair Selective Classification via Sufficiency
- Joshua Lee
- Yuheng Bu
- et al.
- 2021
- ICML 2021
Conference paperDecision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- 2021
- ICML 2021
Conference paperUncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- Umang Bhatt
- Javier Antorán
- et al.
- 2021
- AIES 2021
Conference paperLearning Prediction Intervals for Model Performance
- Benjamin Elder
- Matthew Arnold
- et al.
- 2021
- AAAI 2021
Conference paperApproximate Cross-Validation for Structured Models
- Soumya Ghosh
- William T. Stephenson
- et al.
- 2020
- NeurIPS 2020
Conference paper