Theme: “Responsible Data Science and AI”
Data science and AI are having a significant impact on society in uncountable ways, leading to huge benefits in many cases. Yet, increasingly complex analytical pipelines working with poorly understood heterogeneous data sets can give rise to harms in many ways. Furthermore, there could be deleterious systemic effects such as the magnification of disinformation or surveillance capitalism. There has been tremendous recent interest in understanding and managing these concerns. The Summit will explore in-depth topics in this broad area, including, but not limited to:
- Equity and fairness, particularly in automated decision making
- Explainability of analytical results
- Reproducibility and replication of scientific results
- Systemic issues, particularly those impacting marginalized populations
- Responsible AI in science and engineering. Established in 2022, MIDAS is home to the Eric and Wendy Schmidt AI in Science Postdoctoral Fellowship. With this, we are dedicated to promoting responsible data science and AI for natural sciences and engineering.
Summit Activities
- Attending the annual Ethical AI symposium, and presenting a poster on your research – April 8.
- Research discussion sessions with fellow FLS attendees and faculty mentors – April 9 – 10.
- Career mentoring sessions: preparing for job interviews; career opportunities in academia, industry, and other organizations; negotiating job offers; setting up for success as a junior faculty member – April 9 – 10.
- Networking sessions with FLS attendees – April 9 – 10.
- Research connection sessions with University of Michigan faculty members and postdocs – April 9 – 10.
Summit Attendees
Maryam Berijanian | Michigan State University |
Isabela Bertolini Coelho | University of Maryland |
Brooks Butler | Purdue University |
Lucius Bynum | New York University |
César Claros | University of Delaware |
Anja Conev | Rice University, Ken Kennedy Institute |
Diamond Cunningham | Tulane School of Public Health and Tropical Medicine |
Matthew DeVerna | Indiana University Bloomington |
Majid Farhadloo | University of Minnesota, Twin Cities |
Emily Fletcher | Purdue University |
Neil Gaikwad | Massachusetts Institute of Technology |
Katherine Rose Garcia | Rice University, Ken Kennedy Institute |
Ryan Gifford | The Ohio State University |
Bhanu Gullapalli | University of California, San Diego |
Yifei Huang | University of Illinois at Chicago |
Zachary Jacokes | University of Virginia |
Lavender Jiang | New York University |
Wenxin Jiang | Purdue University |
Ðorđe Klisura | University of Texas at San Antonio |
Olivia Krebs | University of Wisconsin-Madison |
Jessica Leivesley | University of Toronto |
Yaqi Li | University of Oklahoma, Health Science Center |
Tony Liu | University of Pennsylvania |
Stephanie Milani | Carnegie Mellon University |
Bernardo Modenesi | University of Michigan |
Nasim Sonboli | Brown University |
Harsh Parikh | Johns Hopkins University |
Rahul Ramesh | University of Pennsylvania |
Ransalu Senanayake | Arizona State University |
Subhasree Sengupta | Clemson University |
Ryan Standfield | Jackson State University |
Tiffany Tang | University of Michigan |
Shantanu Vyas | Texas A&M, College Station |
Guanchu Wang | Rice University |
Haoyu Wang | Purdue University |
Galen Weld | University of Washington |
Siyu Wu | Pennsylvania State University |
Yuchen Zeng | University of Wisconsin-Madison |
Career Mentors
Brittany Aguilar
Science Associate
Schmidt Sciences
Elizabeth Bondi-Kelly
Visiting Assistant Professor of Electrical Engineering and Computer Science, College of Engineering
University of Michigan
Bill Currie
Associate Dean, Research and Engagement, Professor of Environment and Sustainability, School for Environment and Sustainability
Jamal El-Hindi
Former U.S. Treasury Financial Crimes Enforcement Network (FinCEN) Deputy Director
Clifford Chance
Arya Farahi
Assistant Professor, Dept of Statistics and Data Science
University of Texas, Austin
Kent Foster
Director, Innovation + Society
Microsoft
R. Stuart Geiger
Assistant Professor, Dept of Communication and the Halıcıoğlu Data Science Institute
Affiliate Faculty, Institute for Practical Ethics,
Computer Science & Engineering, and Computational Social Science,
University of California, San Diego
Min Kyung Lee
Assistant Professor, School of Information
University of Texas, Austin
Michael Tjalve
Chief AI Architect, Tech for Social Impact at Microsoft Philanthropies
Assistant Professor, Linguistics
University of Washington
Elizabeth Yakel
Olivia Frost Collegiate Professor of Information, School of Information;
Faculty Associate, Inter-University Consortium for Political and Social Research, Institute for Social Research
University of Michigan