← Search

Brian L. Hill

2 accepted papers

2025

OrdShap: Feature Position Importance for Sequential Black-Box Models

NeurIPS 2025poster

Sequential deep learning models excel in domains with temporal or sequential dependencies, but their complexity necessitates post-hoc feature attribution methods for understanding their predictions. While existing techniques quantify feature importance, they inherently assume fixed feature ordering…

Cited by 0SourceScholar
2022

SCAMPS: Synthetics for Camera Measurement of Physiological Signals

NeurIPS 2022accept

The use of cameras and computational algorithms for noninvasive, low-cost and scalable measurement of physiological (e.g., cardiac and pulmonary) vital signs is very attractive. However, diverse data representing a range of environments, body motions, illumination conditions and physiological states…