Verified Uncertainty Calibration

Ananya Kumar, Percy S. Liang, Tengyu Ma

Aug-20-2025, 10:06:54 GMT–Neural Information Processing Systems

Applications such as weather forecasting and personalized medicine demand models that output calibrated probability estimates--those representative of the true likelihood of a prediction.

calibration error, data mining, machine learning, (16 more...)

Neural Information Processing Systems

Aug-20-2025, 10:06:54 GMT

Conferences PDF

Country:
- Europe > United Kingdom
  - England > Cambridgeshire > Cambridge (0.04)
- North America > Canada
  - Ontario > Toronto (0.14)

Genre:
- Research Report > New Finding (0.46)

Industry:
- Health & Medicine (1.00)

Technology:
- Information Technology
  - Artificial Intelligence
    - Machine Learning > Statistical Learning (0.68)
    - Representation & Reasoning (0.93)
  - Data Science > Data Mining (1.00)

Duplicate Docs Excel Report

Title
Verified Uncertainty Calibration

Similar Docs Excel Report more

Title	Similarity	Source
None found