Calibrated Data-Dependent Constraints with Exact Satisfaction Guarantees
- Songkai Xue
- Yuekai Sun
- et al.
- 2022
- NeurIPS 2022
Conference paper
Publications
90 results for Uncertainty Quantification
k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension
- Ziv Goldfeld
- Kristjan Greenewald
- et al.
- 2022
- NeurIPS 2022
PosterConsistent Training via Energy-Based GFlowNets for Modeling Discrete Joint Distributions
- Chanakya Ekbote
- Moksh Jain
- et al.
- 2022
- NeurIPS 2022
Workshop paperChromFormer: A transformer-based model for 3D genome structure prediction
- Henry Valeyre
- Pushpak Pati
- et al.
- 2022
- NeurIPS 2022
Workshop paperGeospatial multi-model Carbon Sequestration and Green House Gas Emission framework
- Ademir Ferreira Da Silva
- Levente Klein
- et al.
- 2022
- INFORMS 2022
TalkAccelerating Material Design with the Generative Toolkit for Scientific Discovery (GT4SD)
- Matteo Manica
- Joris Cadow
- et al.
- 2022
- ACS Fall 2022
Conference paperAssessment of Prediction Intervals Using Uncertainty Characteristics Curves
- Jiri Navratil
- Benjamin Elder
- et al.
- 2022
- ICML 2022
Workshop paperSelective 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
- 2022
- SIAM/ASA JUQ
Paper