Publications

78 results for Uncertainty Quantification

3rd TrustAI Workshop: Building Public Awareness and Engagement
- - Miriam Rateike
  - Brian Mboya
  - et al.
- 2025
- DLI 2025
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Learn more about our Uncertainty Quantification work
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- ICLR 2025
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and Chemistry
- 2025
- ACS Spring 2025
Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Randomized Matrix-Free Quadrature: Unified and Uniform Bounds for Stochastic Lanczos Quadrature and the Kernel Polynomial Method
- - Tyler Chen
  - Thomas Trogdon
  - et al.
- 2025
- SIAM Journal on Scientific Computing
Uncertainty Analysis in Predicting Molecular Properties Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- AAAI 2025
Sequential uncertainty quantification with contextual tensors for social targeting
- - Tsuyoshi Idé
  - Keerthiram Murugesan
  - et al.
- 2024
- KAIS
Weak Supervision Performance Evaluation via Partial Identification
- - Felipe Maia Polo
  - Subha Maity
  - et al.
- 2024
- NeurIPS 2024
Graph-based Uncertainty Metrics for Long-form Language Model Generations
- - Mingjian Jiang
  - Yangjun Yangjun
  - et al.
- 2024
- NeurIPS 2024