Publications

90 results for Uncertainty Quantification

3rd TrustAI Workshop: Building Public Awareness and Engagement
- - Miriam Rateike
  - Brian Mboya
  - et al.
- 2025
- DLI 2025
Workshop
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
- - Quan Xiao
  - Debarun Bhattacharjya
  - et al.
- 2025
- UAI 2025
Conference paper
Selective-HeatFlex: Selective Forecasting of Heat Pump Flexibility using Model Confidence
- - Jonas Brusokas
  - Fabio Lilliu
  - et al.
- 2025
- e-Energy 2025
Conference paper
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
Paper
Assessing Confidence in Large Language Models by Classifying Task Correctness using Similarity Features
- - Debarun Bhattacharjya
  - Balaji Ganesan
  - et al.
- 2025
- ICLR 2025
Workshop paper
Uncertainty Characterization of Foundation Models for Reliable Applications in Materials and Chemistry
- - Emilio Ashton Vital Brazil
  - Priscilla Barreira Avegliano
  - et al.
- 2025
- ACS Spring 2025
Talk
Uncertainty Analysis of Molecular Quantum Properties Prediction Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- ACS Spring 2025
Poster
Uncertainty Analysis in Predicting Molecular Properties Using Chemical Foundation Models
- - Siya Kunde
  - Emilio Ashton Vital Brazil
  - et al.
- 2025
- AAAI 2025
Workshop paper
Forecasting adversarial actions using judgment decomposition-recomposition
- - Yolanda Gomez
  - Jesus Rios
  - et al.
- 2025
- International Journal of Forecasting
Paper
Sequential uncertainty quantification with contextual tensors for social targeting
- - Tsuyoshi Idé
  - Keerthiram Murugesan
  - et al.
- 2024
- KAIS
Paper