Conformal Autoregressive Generation: Beam Search with Coverage Guarantees
- Nicolas Deutschmann
- Marvin Alberts
- et al.
- 2024
- AAAI 2024
Publications
77 results for Uncertainty Quantification
MC Layer Normalization for calibrated uncertainty in Deep Learning
- Thomas Frick
- Diego Antognini
- et al.
- 2024
- TMLR
Leveraging Locality and Robustness to Achieve Massively Scalable Gaussian Process Regression
- Robert Alison
- Anthony Stephenson
- et al.
- 2023
- NeurIPS 2023
Sequential data-consistent model inversion
- Tim Rumbell
- Catherine Wanjiru
- et al.
- 2023
- NeurIPS 2023
Estimating Fréchet bounds for validating programmatic weak supervision
- Felipe Maia Polo
- Mikhail Yurochkin
- et al.
- 2023
- NeurIPS 2023
Predicting Question-Answering Performance of Large Language Models through Semantic Consistency
- Ella Rabinovich
- Samuel Ackerman
- et al.
- 2023
- EMNLP 2023
Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance
- 2023
- J. Chem. Inf. Model.
Generative Perturbation Analysis for Probabilistic Black-Box Anomaly Attribution
- Tsuyoshi Idé
- Naoki Abe
- 2023
- KDD 2023
Knowledge from Uncertainty in Evidential Deep Learning
- Cai Davies
- Marc Roig Vilamala
- et al.
- 2023
- KDD 2023
Proper Scoring Rules for Survival Analysis
- Hiroki Yanagisawa
- 2023
- ICML 2023