Lex Fridman google mit machine learning artificial intelligence bjj judo
fridman@mit.edu

Lex Fridman

I'm a postdoc at MIT.
My research interests are in applying
machine learning to "big human data".
Currently, my research is focused on:
- Driver state in semi-autonomous vehicles
- Active authentication on mobile devices

News

Sep 2015
Presented at MIT CSAIL on gaze classification, semi-automated annotation, and sensor synchronization for 150 hours of on-road video.
Aug 2015
Posted a paper preprint to Arxiv: "Owl" and "Lizard": Patterns of Head Pose and Eye Pose in Driver Gaze Classification
Jun 2015
Posted a paper preprint to Arxiv: Driver Gaze Estimation Without Using Eye Movement
Mar 2015
Our paper titled "Active Authentication on Mobile Devices via Stylometry, GPS Location, Web Browsing Behavior, and Application Usage Patterns" accepted for publication in IEEE Systems.
Dec 2014
I gave a talk at MIT AgeLab on active authentication via behavioral biometrics on mobile devices. See this paper for more details.