Publications

77 results for Uncertainty Quantification

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
Decision-Making Under Selective Labels: Optimal Finite-Domain Policies and Beyond
- - Dennis Wei
- 2021
- ICML 2021
Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
Learning Prediction Intervals for Model Performance
- - Benjamin Elder
  - Matthew Arnold
  - et al.
- 2021
- AAAI 2021
Approximate Cross-Validation for Structured Models
- - Soumya Ghosh
  - William T. Stephenson
  - et al.
- 2020
- NeurIPS 2020
Active learning of deep surrogates for PDEs: application to metasurface design
- - Raphaël Pestourie
  - Youssef Mroueh
  - et al.
- 2020
- npj Computational Materials
Chi-square Information for Invariant Learning
- - Prasanna Sattigeri
  - Soumya Ghosh
  - et al.
- 2020
- ICML 2020
Rapid Trust Calibration through Interpretable and Uncertainty-Aware AI
- - Richard Tomsett
  - Alun Preece
  - et al.
- 2020
- Patterns