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EAAMO 2023: Boston, MA, USA
- Proceedings of the 3rd ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization, EAAMO 2023, Boston, MA, USA, 30 October 2023 - 1 November 2023. ACM 2023

- Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Lukman Ismaila, Houcemeddine Turki, Mahmoud Abdien, Idriss Tondji, Abigail Oppong, Yvan Pimi, Karim Gamal, Mennatullah Siam

:
Towards a Better Understanding of the Computer Vision Research Community in Africa. 1:1-1:12 - José M. Álvarez

, Salvatore Ruggieri
:
Counterfactual Situation Testing: Uncovering Discrimination under Fairness given the Difference. 2:1-2:11 - Michael Feffer

, Nikolas Martelaro
, Hoda Heidari
:
The AI Incident Database as an Educational Tool to Raise Awareness of AI Harms: A Classroom Exploration of Efficacy, Limitations, & Future Improvements. 3:1-3:11 - Elizabeth Bondi-Kelly

, Thomas Hartvigsen
, Lindsay M. Sanneman
, Swami Sankaranarayanan
, Zach Harned
, Grace Wickerson
, Judy Wawira Gichoya
, Lauren Oakden-Rayner
, Leo Anthony Celi
, Matthew P. Lungren
, Julie A. Shah
, Marzyeh Ghassemi
:
Taking Off with AI: Lessons from Aviation for Healthcare. 4:1-4:14 - Michael P. Kim

, Moritz Hardt
:
Is Your Model Predicting the Past? 5:1-5:8 - Micah Carroll

, Alan Chan
, Henry Ashton
, David Krueger
:
Characterizing Manipulation from AI Systems. 6:1-6:13 - Nicolò Pagan

, Joachim Baumann
, Ezzat Elokda
, Giulia De Pasquale
, Saverio Bolognani
, Anikó Hannák
:
A Classification of Feedback Loops and Their Relation to Biases in Automated Decision-Making Systems. 7:1-7:14 - Eric Corbett

, Emily Denton
, Sheena Erete
:
Power and Public Participation in AI. 8:1-8:13 - Qishen Han

, Biaoshuai Tao
, Lirong Xia
:
Average Envy-freeness for Indivisible Items. 9:1-9:9 - Sebastian Benthall

, David Shekman
:
Designing Fiduciary Artificial Intelligence. 10:1-10:15 - Yuntian He

, Saket Gurukar
, Srinivasan Parthasarathy
:
FairMILE: Towards an Efficient Framework for Fair Graph Representation Learning. 11:1-11:10 - Weixiao Huang

, Elise Jade Deshusses
, Jennifer Ann Pazour
, Yunus Dogan Telliel
, Sarah Eliza Stanlick
, Andrew Christopher Trapp
:
Empowering Collective Impact: Introducing SWAP for Resource Sharing. 12:1-12:12 - Isa Inuwa-Dutse

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FATE in AI: Towards Algorithmic Inclusivity and Accessibility. 13:1-13:14 - Carolyn Ashurst

, Adrian Weller
:
Fairness Without Demographic Data: A Survey of Approaches. 14:1-14:12 - Claudia Flores-Saviaga

, Christopher Curtis
, Saiph Savage
:
Inclusive Portraits: Race-Aware Human-in-the-Loop Technology. 15:1-15:11 - Nabit A. Bajwa

, Sanmay Das
:
Test Scores, Classroom Performance, and Capacity in Academically Selective School Program Admissions. 16:1-16:15 - Benjamin Laufer

, Jon M. Kleinberg
, Karen Levy
, Helen Nissenbaum
:
Strategic Evaluation. 17:1-17:12 - Hoda Heidari

, Solon Barocas
, Jon M. Kleinberg
, Karen Levy
:
Informational Diversity and Affinity Bias in Team Growth Dynamics. 18:1-18:10 - Matthew Barker

, Emma Kallina
, Dhananjay Ashok
, Katherine M. Collins
, Ashley Casovan
, Adrian Weller
, Ameet Talwalkar
, Valerie Chen
, Umang Bhatt
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FeedbackLogs: Recording and Incorporating Stakeholder Feedback into Machine Learning Pipelines. 19:1-19:15 - Fatemeh Farajzadeh

, Ryan Baylor Killea
, Alexander Teytelboym
, Andrew Christopher Trapp
:
Optimizing Sponsored Humanitarian Parole. 20:1-20:13 - Christina Yeung

, Umar Iqbal
, Tadayoshi Kohno
, Franziska Roesner
:
Gender Biases in Tone Analysis: A Case Study of a Commercial Wearable. 21:1-21:12 - Tobi Jegede

, Marissa Kumar Gerchick
, Amreeta S. Mathai
, Aaron Horowitz
:
Challenge Accepted? A Critique of the 2021 National Institute of Justice Recidivism Forecasting Challenge. 22:1-22:17 - Kiarash Mohammadi

, Aishwarya Sivaraman
, Golnoosh Farnadi
:
FETA: Fairness Enforced Verifying, Training, and Predicting Algorithms for Neural Networks. 23:1-23:11 - Yanchen Wang

, Lisa Singh
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Mitigating demographic bias of machine learning models on social media. 24:1-24:12 - Miri Zilka

, Carolyn Ashurst
, Luke Chambers
, Ellen P. Goodmann
, Pamela Ugwudike
, Marion Oswald
:
Exploring Police Perspectives on Algorithmic Transparency: A Qualitative Analysis of Police Interviews in the UK. 25:1-25:19 - Jennifer Chien

, Margaret E. Roberts
, Berk Ustun
:
Algorithmic Censoring in Dynamic Learning Systems. 26:1-26:20 - Elizabeth Edenberg

, Alexandra Wood
:
An Epistemic Lens on Algorithmic Fairness. 27:1-27:10 - Harry Camilleri

, Carolyn Ashurst
, Nithya Jaisankar
, Adrian Weller
, Miri Zilka
:
Media Coverage of Predictive Policing: Bias, Police Engagement, and the Future of Transparency. 28:1-28:19 - João Fonseca

, Andrew Bell
, Carlo Abrate
, Francesco Bonchi
, Julia Stoyanovich
:
Setting the Right Expectations: Algorithmic Recourse Over Time. 29:1-29:11 - Vijay Keswani

, L. Elisa Celis
:
Addressing Strategic Manipulation Disparities in Fair Classification. 30:1-30:11 - Caroline M. Johnston

, Patrick Vossler
, Simon Blessenohl
, Phebe Vayanos
:
Deploying a Robust Active Preference Elicitation Algorithm on MTurk: Experiment Design, Interface, and Evaluation for COVID-19 Patient Prioritization. 31:1-31:10 - Anaelia Ovalle

, Davi Liang
, Alicia E. Boyd
:
Should they? Mobile Biometrics and Technopolicy Meet Queer Community Considerations. 32:1-32:10 - Maryam Molamohammadi

, Afaf Taïk
, Nicolas Le Roux
, Golnoosh Farnadi
:
Unraveling the Interconnected Axes of Heterogeneity in Machine Learning for Democratic and Inclusive Advancements. 33:1-33:12 - Abel Salinas

, Parth Vipul Shah, Yuzhong Huang
, Robert McCormack
, Fred Morstatter
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The Unequal Opportunities of Large Language Models: Examining Demographic Biases in Job Recommendations by ChatGPT and LLaMA. 34:1-34:15 - Kathy Reid

, Elizabeth T. Williams
:
Common Voice and accent choice: data contributors self-describe their spoken accents in diverse ways. 35:1-35:10 - Emily Black

, Rakshit Naidu
, Rayid Ghani
, Kit T. Rodolfa
, Daniel E. Ho
, Hoda Heidari
:
Toward Operationalizing Pipeline-aware ML Fairness: A Research Agenda for Developing Practical Guidelines and Tools. 36:1-36:11 - Fernando A. Delgado

, Stephen Yang
, Michael Madaio
, Qian Yang
:
The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice. 37:1-37:23 - Meirav Segal

, Anne-Marie George
, Christos Dimitrakakis
:
Policy Fairness and Unknown Bias Dynamics in Sequential Allocations. 38:1-38:10

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