Accepted Papers
Table of Contents
AI and Machine Learning #
| Paper |
|---|
| FairWAG: Fairness-aware Weighted Aggregation for Graph Learning in a Federated Setting Kuan-Chieh Lo, Yuntian He, Yuze Jiang, Srinivasan Parthasarathy |
| Direct Alignment with Heterogeneous Preferences (Non-archival) Ali Shirali, Arash Nasr-Esfahany, Abdullah Omar Alomar, Parsa Mirtaheri, Rediet Abebe, Ariel D. Procaccia |
| Language Models Generate Widespread Intersectional Biases in Narratives of Learning, Labor, and Love (Non-archival) Evan Shieh, Faye-Marie Vassel, Cassidy Sugimoto, Thema Monroe-White |
| The Backfiring Effect of Weak AI Safety Regulation (Non-archival) Benjamin Laufer, Jon Kleinberg, Hoda Heidari |
| Realizing the Promises of Algorithmic Recourse through Reliability, Accessibility, and Fairness Principles Kate Boxer, Daniel B. Neill |
| The Hidden Cost of Waiting for Accurate Predictions (Non-archival) Ali Shirali, Ariel D. Procaccia, Rediet Abebe |
| Africa Health Check: Probing Cultural Bias in Medical LLMs (Non-archival) Charles Nimo, Irfan Essa, Michael Best |
| Challenging the Validity of Personality Tests for Large Language Models Tom Sühr, Florian E. Dorner, Samira Samadi, Augustin Kelava |
| The Feedback Loop of Statistical Discrimination (Non-archival) Jackie Baek, Ali Makhdoumi |
| Discretion in the Loop: Human Expertise in Algorithm-Assisted College Advising (Non-archival) Kara Schechtman, Benjamin Brandon, Jenise Stafford, Hannah Li, Lydia T. Liu |
| Be Intentional About Fairness!: Fairness, Size, and Multiplicity in the Rashomon Set Gordon Dai, Pavan Ravishankar, Rachel Yuan, Emily Black, Daniel B. Neill |
| How Much Effort Is Enough? Fairness in Algorithmic Recourse Through the Lens of Substantive Equality of Opportunity Andrew Bell, Joao Fonseca, Carlo Abrate, Francesco Bonchi, Julia Stoyanovich |
| Reconsidering Fairness Through Unawareness from the Perspective of Model Multiplicity Benedikt Höltgen, Nuria M Oliver |
Applied and Quantitative Modeling #
| Paper |
|---|
| Digital Pulse of Development: Constructing Poverty Metrics from Social Media Discourse (Non-archival) Woojin Jung, Andrew H. Kim, Charles Chear, Vatsal Shah, Ying Hung, Tawfiq Ammari |
| Optimization Meets Participation: Iterative Zone Generation for School Assignment (Non-archival) Irene Lo, Katherine L. Mentzer, Mobin YahyazadehJeloudar |
| Why the Rooney Rule Fumbles: Limitations of Interview-stage Diversity Interventions in Labor Markets (Non-archival) Setareh Farajollahzadeh, Soonbong Lee, Vahideh Manshadi, Faidra Monachou |
| A community-driven optimization framework for redrawing school attendance boundaries Hongzhao Guan, Paul Riggins, Tyler Simko, Jasmine Mangat, Cassandra Moe, Urooj Haider, Frank Pantano, Effie G. McMillian, Genevieve Siegel-Hawley, Pascal Van Hentenryck, Nabeel Gillani |
| Battery Operations in Electricity Markets: Strategic Behavior and Distortions (Non-archival) Jerry Anunrojwong, Santiago R. Balseiro, Omar Besbes, Bolun Xu |
Empirical Studies #
| Paper |
|---|
| AI Self-preferencing in Algorithmic Hiring: Empirical Evidence and Insights (Non-archival) Jiannan Xu, Gujie Li, Jane Yi Jiang |
| Epistemic vs. Counterfactual Fairness in Allocation of Resources Hadi Hosseini, Joshua Kavner, Sujoy Sikdar, Rohit Vaish, Lirong Xia |
| Echoes of Eugenics: Tracing the Ideological Persistence of Scientific Racism in Scholarly Discourse (Non-archival) Nada Hashimi, Sydney Lodge, Cassidy Sugimoto, Thema Monroe-White |
| Archaeology of Self: Reflexivity in Data Activism to Address Systemic Injustices Raechel Walker, Brady Cruse, Aisha Cora, Kantwon Rogers, Gretchen Brion-Meisels, “Catherine DIgnazio”, Cynthia Breazeal |
| Toward Community-Led Evaluations of Text-to-Image AI Representations of Disability, Health, and Accessibility Cynthia L. Bennett, Shaun K. Kane, Christina Harrington |
| Labeling in Their Shoes: Improving Text Annotation with Cognitive Empathy Priming (Non-archival) Sung Hyun Kwon, Jessica Clark, Il-Horn Hann, Jui Ramaprasad |
| Identity-related Speech Suppression in Generative AI Content Moderation Grace Proebsting, Oghenefejiro Anigboro, Charlie M. Crawford, Danaé Metaxa, Sorelle A. Friedler |
| Fair Collective Decision Making through Plurality: Results from a Crowdfunding Platform Joel Miller, Glen Weyl, Christopher Kanich |
Position Papers and Problem Pitches #
| Paper |
|---|
| From Incidents to Insights: Patterns of Responsibility following AI Harms Isabel Richards, Claire Benn, Miri Zilka |
| Prediction, Performativity, and Potential Outcomes: Communicative Rationality in Prediction-Allocation Problems. (Non-archival) Sebastian Zezulka, Konstantin Genin |
| Anti-Regulatory AI Rui-Jie Yew, Brian Judge |
Theory #
| Paper |
|---|
| Privacy, power, and play: managing dissonance in harm and values in children’s media policy Sara M Abdulla |
| Policy Design in Long-Run Welfare Dynamics (Non-archival) Jiduan Wu, Rediet Abebe, Moritz Hardt, Ana-Andreea Stoica |
| Human-AI Collaboration with Misaligned Preferences (Non-archival) Jiaxin Song, Parnian Shahkar, Kate Donahue, Bhaskar Ray Chaudhury |