Beyond Covariance: Credible Uncertainty Quantification in Multi-Sensor Fusion

Date:

Invited talk · Satellite Research Centre, Nanyang Technological University · Singapore

Collage of Penggao Yan's invited talk on credible uncertainty quantification and his visit to NTU Satellite Research Centre
Invited talk and research exchange at NTU Satellite Research Centre, 29 July 2025.

An invited presentation on diagnosing whether reported uncertainty remains credible when noise and system models are misspecified.

The talk connected statistical consistency checks, proper scoring rules, and model-diagnosis tools for multisensor estimation systems.