This week:
4th Workshop on Mechanism Design for Social Good, August 17-19, 2020 (MD4SG '20)
"The fourth workshop on Mechanism Design for Social Good (MD4SG '20) will be held online on August 17-19, 2020. The goal of the workshop is to highlight work where techniques from algorithms, optimization, and mechanism design, along with insights from other disciplines, have the potential to improve access to opportunity for historically underserved and marginalized communities. The workshop will feature keynote presentations, contributed talks, problem pitches and demos, a poster session, and a panel discussion, with a focus on bridging research and policy. To this end, participants will include researchers as well as practitioners in various government and non-government organizations and industry."
Here's the program:
Monday, August 17
Time Event Authors
10:00-10:15 EST Opening Remarks Program Chairs: Faidra Monachou and Francisco Marmolejo-Cossío
10:15-11:00 EST Keynote: Maximizing the Social Good: Markets without Money Nicole Immorlica
11:00-11:45 EST Session 1: Education Policy and Diversity
11:00-11:15 EST Top Percent Policies and the Return to Postsecondary Selectivity Zachary Bleemer
11:15-11:25 EST Unequal Assignment to Public Schools and the Limits of School Choice Mariana Laverde
11:25-11:35 EST Who Gets Placed Where and Why? An Empirical Framework for Foster Care Placement Alejandro Robinson Cortes
11:35-11:45 EST Explainability in Matching Mechanisms with Diversity Goals: A Case Study of Ethiopian Universities Basiliyos Betru, Meareg Hailemariam and Rediet Abebe
11:45-12:00 EST Short Break
12:00-12:45 EST Keynote Anjana Rajan
12:45-13:30 EST Session 2: Technology, Law and Policy
12:45-13:00 EST Feminicide & Machine Learning: Detecting Gender-based Violence to Strengthen Civil Sector Activism Catherine D'Ignazio, Helena Suarez Val, Silvana Fumega, Harini Suresh, Isadora Cruxen, Wonyoung So, Maria De Los Angeles Martinez and Mariel Garcia-Montes
13:00-13:10 EST The Gender Panopticon: AI, Gender, and Design Justice Sonia Katyal
13:10-13:20 EST Privacy as Privilege Rebecca Wexler
13:20-13:30 EST "Computer says no!": Unpacking the Human in the Loop Requirement in the Context of Welfare Fraud Doaa Abu Elyounes
13:30-14:00 EST Long Break
14:00-15:00 EST Session 3: Labor Markets
14:00-14:15 EST The Role of Referrals in Inequality, Immobility, and Inefficiency in Labor Markets Lukas Bolte, Nicole Immorlica and Matthew Jackson
14:15-14:30 EST All Things Equal? Social Networks as a Mechanism for Discrimination Chika Okafor
14:30-14:40 EST Outside Options, Bargaining, and Wages: Evidence from Coworker Networks Sydnee Caldwell and Nikolaj Harmon
14:40-14:50 EST The Geography of Unemployment Adrien Bilal
14:50-15:00 EST Location Sorting and Endogenous Amenities: Evidence from Amsterdam Milena Almagro and Tomas Dominguez-Iino
15:00-16:00 EST Poster Session
16:00-17:00 EST Networking Session
Tuesday, August 18
Time Event Authors
10:00-10:45 EST Keynote: Tech in Support of Caregiving: Innovation Opportunities and Ecosystem Challenges Deborah Estrin
10:45-11:20 EST Session 1: Environment, Agriculture and Food Consumption
10:45-11:00 EST Improving Farmers' Income on Online Agri-platforms: Theory and Field Implementation of a Two-stage Auction Retsef Levi, Manoj Rajan, Somya Singhvi and Yanchong Zheng
11:00-11:10 EST Optimal Interventions for Increasing Healthy Food Consumption Among Low-Income Populations Elisabeth Paulson, Retsef Levi and Georgia Perakis
11:10-11:20 EST Simple and Approximately Optimal Contracts for Payment for Ecosystem Services Wanyi Li, Irene Lo and Itai Ashlagi
11:20-12:00 EST Long Break
12:00-12:45 EST Keynote Natalia Aríza Ramirez
12:45-13:25 EST Session 2: Education in Practice
12:45-13:00 EST School Choice in Chile Natalie Epstein, Jose Correa, Rafael Epstein, Juan Escobar, Ignacio Rios, Nicolas Aramayo, Bastian Bahamondes, Carlos Bonet, Martin Castillo Quintana, Andrés Cristi, Boris Epstein and Felipe Subiabre
13:00-13:15 EST Competition under Social Interactions and the Design of Education Policies Claudia Allende
13:15-13:25 EST From Pipeline to Pipelines: How Multiple Definitions of CS Education Distort CS Enrollment Data Stephanie Tena-Meza, Aj Alvero and Miroslav Suzara
13:25-14:00 EST Long Break
14:00-15:00 EST Panel Discussion (in Spanish, with live captioning) Natalia Aríza Ramirez, José R. Correa, Rafael Obregón
15:00-16:00 EST Session 3: Healthcare
15:00-15:15 EST Large-scale clinical trial of an AI-augmented intervention for HIV prevention in youth experiencing homelessness Bryan Wilder, Laura Onasch-Vera, Graham Diguiseppi, Robin Petering, Chyna Hill, Amulya Yadav, Eric Rice and Milind Tambe
15:15-15:30 EST Heterogeneous Donor Circles for Fair Liver Transplant Allocation Shubham Akshat, Sommer Gentry and S. Raghavan
15:30-15:40 EST Predicting no-show appointments in a pediatric hospital in Chile using machine learning Hector Ramirez, Fabian Villena Rodriguez, Jocelyn Dunstan, Victor Riquelme, Juan Pablo Hoyos, Javier Madariaga and Juan Peypouquet
15:40-15:50 EST Socioeconomic Network Heterogeneity and Pandemic Policy Response Mohammad Akbarpour, Cody Cook, Aude Marzuoli, Simon Mongey, Abhishek Nagaraj, Matteo Saccarola, Pietro Tebaldi, Shoshana Vasserman and Hanbin Yang
15:50-16:00 EST The Consequences of Medicare Pricing: An Explanation of Treatment Choice Elena Falcettoni
16:00-17:00 EST Networking Session
Wednesday, August 19
Time Event Authors
10:00-10:45 EST Keynote Stephanie Dinkins
10:45-11:30 Session 1: Fairness and Inequality
10:45-11:00 EST Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics Debjani Saha, Candice Schumann, Duncan C. McElfresh, John P. Dickerson, Michelle L. Mazurek and Michael Carl Tschantz
11:00-11:10 EST Pipeline Interventions Eshwar Ram Arunachaleswaran, Sampath Kannan, Aaron Roth and Juba Ziani
11:10-11:20 EST Pricing with Fairness Maxime Cohen, Adam Elmachtoub and Xiao Lei
11:20-11:30 EST Public Transit Access and Income Segregation Prottoy Akbar
11:30-12:30 EST Poster Session
12:30-13:15 EST Session 2: Algorithms for Policy and Governance
12:30-12:45 EST Modeling Assumptions Clash with the Real World: Configuring Student Assignment Algorithms to Serve Community Needs Samantha Robertson, Tonya Nguyen and Niloufar Salehi
12:45-12:55 EST The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies Stephan Zheng, Alex Trott, Sunil Srinivasa, Nikhil Naik, Melvin Gruesbeck, David Parkes and Richard Socher
12:55-13:05 EST (Machine) Learning what Governments Value Daniel Bjorkegren, Joshua Blumenstock and Samsun Knight
13:05-13:15 EST Economic Method, Digital Platform: When Mechanism Design Moves Online Salome Viljoen, Jake Goldenfein and Lee McGuigan
13:15-13:45 EST Long Break
13:45-14:30 EST Session 3: Online Platforms and Civic Participation
13:30-13:45 EST Advertising for Demographically Fair Outcomes Lodewijk Gelauff, Ashish Goel, Kamesh Munagala and Sravya Yandamuri
13:45-13:55 EST Neutralizing Self-Selection Bias in Sampling for Sortition Bailey Flanigan, Paul Gölz, Anupam Gupta and Ariel Procaccia
13:55-14:05 EST Auditing Digital Platforms for Discrimination in Economic Opportunity Advertising Sara Kingsley, Clara Wang, Alexandra Mikhalenko, Proteeti Sinha and Chinmay Kulkarni
14:05-14:15 EST Online Policies for Efficient Volunteer Crowdsourcing Vahideh Manshadi and Scott Rodilitz
14:15-14:30 EST Short Break
14:30-15:10 EST Session 4: Information
14:30-14:40 EST Information Design for Congested Social Services: Optimal Need-Based Persuasion Jerry Anunrojwong, Krishnamurthy Iyer and Vahideh Manshadi
14:40-14:50 EST How to get-toilet-paper.com? Provision of Information as a Public Good Robizon Khubulashvili, Mallory Avery, Kristi Bushman, Alexandros Labrinidis, Sera Linardi and Konstantinos Pelechrinis
14:50-15:00 EST Responsible Sourcing: The First Step Is the Hardest Pia Ramchandrani, Hamsa Bastani and Ken Moon
15:00-15:10 EST Anticipation and Consumption Neil Thakral and Linh To
15:10-15:30 EST Closing Remarks & Award Announcements Faidra Monachou and Francisco Marmolejo-Cossío
15:30-17:00 EST Networking Session
The full program of the workshop will take place on August 17-19, 2020, on Gather.town and Zoom. Please register at this link to attend the talks and other events