CGU-Bayes: Causal Graph Uncertainty-Guided Bayesian Inference for Domain Generalization
- Naiyu Yin
- Hanjing Wang
- et al.
- 2026
- CVPR 2026
Conference paper
Publications
92 results for Uncertainty Quantification
Unsupervised Cycle Detection in Agentic Applications
- Felix George
- Divya Pathak
- et al.
- 2026
- ICPE 2026
Short paperBlack-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
- Wang Ma
- Debarun Bhattacharjya
- et al.
- 2026
- AAAI 2026
Workshop paperSOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
TutorialGuard-railing Geospatial Foundation Models
- 2025
- AGU 2025
PosterComparison of simulated and observed methane plumes at oil and gas sites in the Permian Basin using advanced dispersion, coupled mesoscale-LES atmospheric modeling, and scientific machine learning
- Arash Fathi
- Joao Lucas de Sousa Almeida
- et al.
- 2025
- AGU 2025
PosterAdvances in Emulating Earth System Models
- Björn Lütjens
- Kalyn Dorheim
- et al.
- 2025
- AGU 2025
WorkshopCross-Process Defect Attribution using Potential Loss Analysis
- Ide-San Ide
- Kohei Miyaguchi
- 2025
- WSC 2025
Conference paperKnow What You Don't Know: Uncertainty Calibration of Process Reward Models
- Young Jin Park
- Kristjan Greenewald
- et al.
- 2025
- NeurIPS 2025
Conference paperQuantifying policy uncertainty in generative flow networks with uncertain rewards
- Ramon Nartallo-kaluarachchi
- Robert Manson Sawko
- et al.
- 2025
- NeurIPS 2025
Workshop paper