Norm Aleks

NIPS poster T64: Probabilistic detection of short events, with application to critical care monitoring

I am a graduate student in artificial intelligence with Stuart Russell, working in the C-BICC project on probabilistic modeling of physiology and intensive care monitoring systems.

Papers:

Probabilistic Modeling of Sensor Artifacts in Critical Care (NIPS 2008)
(This material was also presented in a different form at the ICML/UAI/COLT 2008 Workshop on Machine Learning for Health-Care Applications, Helsinki, Finland, 2008 -- here are the slides)

I'd be happy to hear from you about anything related to this work; write me at norm@cs.berkeley.edu. If you prefer encrypted mail, instead write to norm@goNORM.com using this GPG key. My personal home page is here.