[Mobilizeplans-starstudents] Mobilize Center Seminar, Łukasz Kidziński

[Diane Bush]

Our next Mobilize Center Seminar is scheduled for Thursday, October 19th, and features the Mobilize Centers Distinguished Postdoctoral Scholar Łukasz Kidziński.  He will be presenting “Collecting, modelling and predicting human body kinematics in the age of machine learning”.

The Mobilize Center seminars are held once a month.  Please check Mobilize Events<http://mobilize.stanford.edu/events/> for updates.

We look forward to seeing you in October and at future seminars!

TITLE:
Collecting, modelling and predicting human body kinematics in the age of machine learning

WHEN:
Thursday, October 19
noon - 1 pm

WHERE:
Y2E2 300, Stanford University

Abstract:
Recent achievements in machine learning are subverting foundations of many research disciplines. In this presentation, I will show how these developments affect collection, modelling and prediction of human gait kinematics, enabling unprecedented scale of research and applications. I will focus on our novel technique for predicting progression trajectories of pathologic gait kinematics from sparse observations, using matrix completion techniques. I will present how we can collect these kinematic data with equipment 100x cheaper than usual and how we model kinematics using reinforcement learning, leveraging large computational resources and domain knowledge embedded in simulation software.

To keep up-to-date on upcoming speakers and the dates, visit Mobilize Events<http://mobilize.stanford.edu/events/>.


Diane Bush
Assistant to Professor Scott Delp
NMBL, Mobilize Center, OpenSim
Stanford University
dbush1 at stanford.edu<mailto:dbush1 at stanford.edu>


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