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Invited Paper Session

Big Data with Rare Events, and Applications in Safety

Tue, Aug 8, 2:00 PM

Aiyou ChenChairMaria TerresOrganizer

Section on Risk Analysis

4 Presentations

Efficient Detection of Rare Events in Autonomous Vehicles Driving Data

2:05 PM - 2:30 PM

Maria Terres (Waymo)

Detecting anomalies in aircraft landings: an application of antipodal reflection depth (ARD) in nonparametric outlier detection in multivariate and functional data

2:30 PM - 2:55 PM

Regina Liu (Rutgers University)

An omni-directional model of injury risk in planar crashes with application for autonomous vehicles

2:55 PM - 3:20 PM

Tim McMurry (Waymo LLC)

Rare-Event Simulation for Machine Learning Models: Challenges and Remedies

3:20 PM - 3:45 PM

Henry Lam (Columbia University)

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