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March 24–26, 2021 Free and Open to the Public – No Registration Required Attend: Zoom Meeting
(You may need to authenticate through your institution’s Zoom account before joining)
Watch: YouTube Live Stream
(From our YouTube Channel, select the “Live Now” stream)
This three-day workshop will explore the confluence of four major elements: machine learning algorithms, platforms, user populations, and regulatory/market structures, in large-scale socio-technical systems. Specifically, we will examine this confluence in the context of three domains: social media and content moderation, transportation and mobility, and healthcare delivery systems. Each day focuses on one of these domains and brings together three experts who will each give a brief position talk and then take part in a panel discussion that involves answering questions from the audience.
ORGANIZERS
Saurabh Amin (Massachusetts Institute of Technology), Aleksander Madry (Massachusetts Institute of Technology), Asu Ozdaglar (Massachusetts Institute of Technology) SPEAKERS
Lars Backstrom (Facebook), Alexandre Bayen (University of California, Berkeley), Marzyeh Ghassemi (University of Toronto), Matthew Jackson (Stanford University), Karl Johansson (KTH Royal Institute of Technology), John Kleinberg (Cornell University), Aleksander Madry (Massachusetts Institute of Technology), Sendhil Mullainathan (University of Chicago), Asu Ozdaglar (Massachusetts Institute of Technology), Shankar Sastry (University of California, Berkeley), Michael Schwarz (Microsoft) PROGRAM
(All times are Pacific Time) Day 1
11:20 am – 11:25 am: Welcome and Opening Remarks, Shankar Sastry, University of California, Berkeley
11:25 am – 11:40 am: Workshop Overview, Asu Ozdaglar, Massachusetts Institute of Technology Session I: Social Media and Content Moderation
Moderator: Aleksander Madry, Massachusetts Institute of Technology
11:45 am – 12 pm: Matthew O. Jackson, Stanford University
12 pm – 12:15 pm: Jon Kleinberg, Cornell University
12:15 pm – 12:30 pm: Lars Backstrom, Facebook
12:30 pm – 12:40 pm: Break
12:40 pm – 2 pm: Discussion and Q&A Day 2
Session II: Transportation and Mobility Platforms
Moderator: Claire Tomlin, University of California, Berkeley
11:30 am – 11:45 am: Alexandre Bayen, University of California, Berkeley
11:45 am – 12 pm: Karl H. Johansson, KTH Royal Institute of Technology
12 pm – 12:15 pm: Michael Schwarz, Microsoft
12:15 pm – 12:30 pm: Break
12:30 pm – 2 pm: Discussion Day 3
Session III: Healthcare Delivery Systems
Moderator: Shankar Sastry, University of California, Berkeley
11:30 am – 11:45 am: Marzyeh Ghassemi, University of Toronto
11:45 am – 12 pm: Sendhil Mullainathan, University of Chicago
12 pm – 12:15 pm: Collin Stultz (Massachusetts Institute of Technology)
12:15 pm – 12:20 pm: Break
12:20 pm – 1:50 pm: Discussion
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