Publications

89 results for Uncertainty Quantification

Black-Box Uncertainty Quantification for Large Language Models via Ensemble-of-Ensembles
- - Wang Ma
  - Debarun Bhattacharjya
  - et al.
- 2026
- AAAI 2026
SOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- - Vedant Khandelwal
  - Francesca Rossi
  - et al.
- 2026
- AAAI 2026
Learn more about our Uncertainty Quantification work
Guard-railing Geospatial Foundation Models
- - Reginald Eugene Bryant
  - Rosie Lickorish
  - et al.
- 2025
- AGU 2025
Comparison 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
Advances in Emulating Earth System Models
- - Björn Lütjens
  - Kalyn Dorheim
  - et al.
- 2025
- AGU 2025
Cross-Process Defect Attribution using Potential Loss Analysis
- - Ide-San Ide
  - Kohei Miyaguchi
- 2025
- WSC 2025
Know What You Don't Know: Uncertainty Calibration of Process Reward Models
- - Young Jin Park
  - Kristjan Greenewald
  - et al.
- 2025
- NeurIPS 2025
Foundation Models Enabling Multi-Scale Battery Materials Discovery: From Molecules To Devices
- - Vidushi Sharma
  - Andy Tek
  - et al.
- 2025
- NeurIPS 2025
Quantifying policy uncertainty in generative flow networks with uncertain rewards
- - Ramon Nartallo-kaluarachchi
  - Robert Manson Sawko
  - et al.
- 2025
- NeurIPS 2025
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- EMNLP 2025