Uncertainty Quantification via Stable Distribution Propagation
- Felix Petersen
- Aashwin Mishra
- et al.
- 2024
- ICLR 2024
Conference paper
Publications
90 results for Uncertainty Quantification
Adaptive Conformal Regression with Split-Jackknife+ Scores
- Nicolas Deutschmann
- Mattia Rigotti
- et al.
- 2024
- TMLR
PaperConformal Autoregressive Generation: Beam Search with Coverage Guarantees
- Nicolas Deutschmann
- Marvin Alberts
- et al.
- 2024
- AAAI 2024
Conference paperMC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
PaperLeveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
- Robert Alison
- Anthony Stephenson
- et al.
- 2023
- NeurIPS 2023
Conference paperEstimating Fréchet bounds for validating programmatic weak supervision
- Felipe Maia Polo
- Mikhail Yurochkin
- et al.
- 2023
- NeurIPS 2023
Workshop paperSequential data-consistent model inversion
- Tim Rumbell
- Catherine Wanjiru
- et al.
- 2023
- NeurIPS 2023
Workshop paperPredicting Question-Answering Performance of Large Language Models through Semantic Consistency
- Ella Rabinovich
- Samuel Ackerman
- et al.
- 2023
- EMNLP 2023
Workshop paperFormulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- 2023
- J. Chem. Inf. Model.
PaperDecentralized Collaborative Learning Framework with External Privacy Leakage Analysis
- Ide-San Ide
- Dzung Phan
- et al.
- 2023
- BCK 2023
Conference paper