The list of accepted papers and posters can be found below. The PDFs for the accepted papers in non-archival track are linked on this page. Archival papers will be linked in the ACM Digital Library.
Who Benefits from Faster Public Transit?
Prottoy Akbar
An Economic Framework for Vaccine Prioritization
Mohammad Akbarpour, Eric Budish, Piotr Dworczak and Scott Kominers
Redistributive Allocation Mechanisms
Mohammad Akbarpour, Piotr Dworczak and Scott Kominers
How to De-reserve Reserves
Orhan Aygun and Bertan Turhan
Fair Exploration via Axiomatic Bargaining
Jackie Baek and Vivek Farias
(Machine) Learning what Policymakers Value
Daniel Bjorkegren, Joshua Blumenstock and Samsun Knight
Unpacking the Black Box: Regulating Algorithmic Decision-Making with Ex-Post Audits
Laura Blattner, Scott Nelson and Jann Spiess
Affirmative Action, Mismatch, and Economic Mobility after California’s Proposition 209
Zachary Bleemer
Opportunities for a More Interdisciplinary Approach to Perceptions of Fairness in Machine Learning
C. Malik Boykin, Sophia Dasch, Vincent Rice Jr., Venkat Lakshminarayanan, Taiwo A. Togun and Sarah M. Brown
Disaggregated Interventions to Reduce Inequality
Lucius Bynum, Joshua Loftus and Julia Stoyanovich
Catchment Areas, Stratification and Access to Better Schools
Caterina Calsamiglia and Antonio Miralles
Proportional Apportionment: A Case Study From the Chilean Constitutional Convention
Javier Cembrano, Jose Correa, Gonzalo Diaz and Victor Verdugo
School Choice with Consent: An Experiment
(slides)
Claudia Cerrone, Yoan Hermstrüwer and Onur Kesten
Increasing the Demand for Workers with a Criminal Record
Zoe Cullen, Mitch Hoffman and Will Dobbie
Algorithmic Reparation
Jenny L Davis, Apryl Williams and Michael Yang
Project 412Connect: Bridging Students and Communities
Alex DiChristofano, Michael L. Hamilton, Sera Linardi and Mara F. McCloud
Facing an Adult Problem: New Datasets for Fair Machine Learning
Frances Ding, Moritz Hardt, John Miller and Ludwig Schmidt
A Market Design Solution to the Unequal Distribution of Teachers in Schools
Umut Dur, Julien Combe, Camille Terrrier, Olivier Terciux and Utku Unver
On Symmetries and Fairness in Multi-Dimensional Mechanism Design
Meryem Essaidi and S. Matthew Weinberg
Accuracy-Efficiency Trade-Offs and Accountability in Distributed ML Systems
A. Feder Cooper, Karen Levy and Christopher De Sa
Dropping Standardized Testing for Admissions Trades Off Information and Access
Nikhil Garg, Hannah Li and Faidra Monachou
WordBias: An Interactive Visual Tool for Discovering Intersectional Biases Encoded in Word Embeddings
Bhavya Ghai, Md Naimul Hoque and Klaus Mueller
School Choice and Housing Market
Aram Grigoryan
The Stereotyping Problem in Collaboratively Filtered Recommender Systems
Wenshuo Guo, Karl Krauth, Michael Jordan and Nikhil Garg
Mitigating Racial Biases in Toxic Language Detection with an Equity-Based Ensemble Framework
Matan Halevy, Camille Harris, Amy Bruckman, Diyi Yang and Ayanna Howard
Open Data Standard and Analysis Framework: Towards Response Equity in Local Governments
Joy Hsu, Ramya Ravichandran, Edwin Zhang and Christine Keung
When Efficiency meets Equity in Congestion Pricing and Revenue Refunding Schemes
Devansh Jalota, Kiril Solovey, Karthik Gopalakrishnan, Stephen Zoepf, Hamsa Balakrishnan and Marco
Pavone
Measuring Data Collection Diligence for Community Healthcare
Ramesha Karunasena, Mohammad Sarparajul Ambiya, Arunesh Sinha, Ruchit Nagar, Saachi Dalal, Divy Thakkar, Dhyanesh Narayanan and Milind Tambe
Adaptive Combinatorial Allocation
Maximilian Kasy and Alexander Teytelboym
Dynamic College Admissions and the Determinants of Students’ College Retention
Tomas Larroucau and Ignacio Rios
Test-optional Policies: Overcoming Strategic Behavior and Informational Gaps
Zhi Liu and Nikhil Garg
Optimal Testing and Containment Strategies for Universities in Mexico amid COVID-19
Edwin Lock, Francisco Javier Marmolejo Cossio, Jakob Jonnerby, Ninad Rajgopal, Héctor Alonso
Guzmán Gutiérrez, Luis Alejandro Benavides Vázquez, José Roberto Tello Ayala and Philip Lazos
Fair Dynamic Rationing
Vahideh Manshadi, Rad Niazadeh and Scott Rodilitz
Improving Policy-Constrained Kidney Exchange via Pre-Screening
Duncan Mcelfresh, Michael Curry, Tuomas Sandholm and John P. Dickerson
Exclusion of Extreme Jurors and Minority Representation:The Effect of Jury Selection Procedures
Andrea Moro and Martin Van der Linden
Algorithm is Experiment: Machine Learning, Market Design, and Policy Eligibility Rules
Yusuke Narita and Kohei Yata
Breaking Taboos in Fair Machine Learning: An Experimental Study
Julian Nyarko, Sharad Goel and Roseanna Sommers
Prosecutor Politics: The Impact of Election Cycles on Criminal Sentencing in the Era of Rising Incarceration Chika Okafor
Preserving Diversity when Partitioning: A Geometric Approach
Sebastian Perez, Alfredo Torrico and Victor Verdugo
Health Sentinel: A mobile crowdsourcing platform for self-reported surveys provides early detection of COVID-19 clusters in San Luis Potosí, Mexico
Salvador Ruiz-Correa, Rúben López-Revilla, Fernando Díaz-Barriga, Francisco Javier Marmolejo Cossio, Viridiana del Carmen Robledo-Valero, Emilio Ernesto Hernández-Huérfano, Leonardo Álvarez-Rivera, Mónica Liliana Rangel-Martínez, Miguel Ángel Lutzow-Steiner, Luis Alfredo Ortiz-Vázquez, Andrea Rebeca Mendoza-Lara, Montserrat Olivo-Rodríguez, Marco Sebastián Galván-Ramírez, Ángel Emanuel Morales-Neri, Víctor Uriel Martínez-Donjuan, Massiel Isabella Cervantes-Irurzo, Andreu Comas-García, Fernando Hernández-Maldonado and Carlos Aguilar-Acosta
A public transit network optimization model for equitable access to social services
Adam Rumpf and Hemanshu Kaul
Reverse Cross Subsidization in Healthcare Capitation Programs: Evidence from Medicare Advantage
Zhaowei She, Turgay Ayer, Bilal Gokpinar and Danny Hughes
Advancing social justice through linguistic justice: Strategies for building equity fluent NLP technology
Genevieve Macfarlane Smith, Julia Nee, Alicia Sheares and Ishita Rustagi
Can Shared Service Delivery Increase Customer Engagement? A Study of Shared Medical Appointments
Nazli Sonmez, Kamalini Ramdas and Ryan W. Buell
A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle
Harini Suresh and John Guttag
An Algorithmic Framework for Positive Action
Oliver Thomas, Miri Zilka, Adrian Weller and Novi Quadrianto
Algorithmic Auditing for Social Justice
Briana Vecchione, Karen Levy and Solon Barocas
Parallel Markets in School Choice (D1, Wednesday)
Mustafa Oguz Afacan, Piotr Evdokimov, Rustamdjan Hakimov and Bertan Turhan
Free to go: using algorithms to reduce the scope of cash bail (E1, Wednesday)
Alex Albright
Queuing Safely for Elevator Systems amidst a Pandemic (C2, Wednesday)
Sai Mali Ananthanarayanan, Charles Branas, Adam Elmachtoub, Clifford Stein and Yeqing Zhou
Multi-Rank Smart Reserves (C3, Friday)
Haris Aziz and Zhaohong Sun
Regularized Online Allocation Problems: Fairness and Beyond (B2, Friday)
Santiago Balseiro, Haihao Lu and Vahab Mirrokni
XAI systematic reflection method: a practice-oriented, holistic and interdisciplinary approach for human-centred and inclusive AI explanations (D2, Friday)
Jonne van Belle, Cora van Leeuwen and An Jacobs
Envisioning Communities: A Participatory Approach Towards AI for Social Good (A4, Friday)
Elizabeth Bondi, Lily Xu, Diana Acosta-Navas and Jackson Killian
Bid Manipulation in Open Procurement Auctions (D3, Friday)
Hanna Charankevich
#ContextMatters: Advantages and Limitations of Using Machine Learning to Support Women in Politics (E3, Wednesday)
Jacqueline Comer, Sam Work, Kory Mathewson, Lana Cuthbertson and Kasey Machin
Do Peer Preferences Matter in School Choice Market Design? Theory and Evidence (E1, Friday)
Natalie Cox, Ricardo Fonseca and Bobby Pakzad-Hurson
Delays in Project Supply Chains: A Global Network Perspective (E4, Wednesday)
Vibhuti Dhingra, Harish Krishnan and Juan Serpa
A Data-Driven Simulation of the New York State Foster Care System (E2, Friday)
Yuhao Du, Stefania Ionescu and Kenneth Joseph
Sequential Genealogy Search for Genetic Privacy (C3, Wednesday)
Mine Su Erturk and Kuang Xu
Strategic Instrumental Variable Regression: Recovering Causal Relationships From Strategic Responses (D3, Wednesday)
Keegan Harris, Daniel Ngo, Logan Stapleton, Hoda Heidari and Steven Wu
Stateful Strategic Regression (B3, Wednesday)
Keegan Harris, Hoda Heidari and Z. Steven Wu
On designing and operating Vote-by-Mail processes (E2, Wednesday)
Carmen Haseltine, Adam Schmidt and Laura Albert
Optimal Local Explainer Aggregation for Interpretable Prediction (D1, Friday)
Qiaomei Li, Yonatan Mintz and Rachel Cummings
Strategic ranking (B2, Wednesday)
Lydia Liu, Nikhil Garg and Christian Borgs
Indecision Modeling (A4, Wednesday)
Duncan Mcelfresh, Lok Chan, Kenzie Doyle, Jana Schaich Borg, Walter Sinnott-Armstrong, Vincent Conitzer and John P. Dickerson
Statistical Equity: A Fairness Classification Objective (B4, Wednesday)
Ninareh Mehrabi, Yuzhong Huang and Fred Morstatter
Causal Inference Struggles with Agency on Online Platforms (D4, Wednesday)
Smitha Milli, Luca Belli and Moritz Hardt
Using a Bayesian multi-level microsimulation model to target inequalities in energy access: A case study of Coimbatore (A2, Wednesday)
André Neto-Bradley, Ruchi Choudhary and Peter Challenor
Using Algorithms in Public Sector: Notes from Rural Road Planning in India (A3, Friday)
Harsh Nisar, Deepak Gupta, Pankaj Kumar, M. Srinivasa Rao, A. V. Rajesh and Alka Upadhyaya
Optimal allocations to heterogeneous agents with an application to stimulus checks (C2, Friday)
Vegard Nygaard, Bent Sørensen and Fan Wang
Robust Estimates of Vulnerability to Poverty using Quantile Estimators (A3, Wednesday)
Christopher Oconnor
Allocating Stimulus Checks in Times of Crisis (C4, Wednesday)
Marios Papachristou and Jon Kleinberg
Linear feedback system models for understanding systemic inequity (A1, Wednesday)
Neal Patwari, Pegah Nokhiz, Cathleen Power, Sorelle Friedler and Suresh Venkatasubramanian
Hiring as Exploration (C4, Friday)
Lindsey Raymond, Danielle Li and Peter Bergman
Consider the Alternatives: Navigating Fairness-Accuracy Tradeoffs via Disqualification (B3, Friday)
Guy Rothblum and Gal Yona
Identifying biases in legal data: An algorithmic fairness perspective (A1, Friday)
Jackson Sargent and Melanie Weber
Online Platforms and the Fair Exposure Problem Under Homophily (B1, Wednesday)
Jakob Schoeffer, Alexander Ritchie, Keziah Naggita, Faidra Monachou, Jessica Finocchiaro and Marc Juarez
Algorithmic Redistricting and Black Representation (A2, Friday)
Zachary Schutzman
An information theory of efficient differential treatment (B4, Friday)
Emil Temnyalov
Sophistication and Cautiousness in College Applications (D2, Wednesday)
Kentaro Tomoeda, Yan Song and Xiaoyu Xia
Mapping Normative Frameworks to Fair Ranking (B1, Friday)
Meike Zehlike, Ke Yang and Julia Stoyanovich