Schedule, Monday August 1st, 2022

Program and general chairs
From Algorithmic Audits to Actual Accountability
Invited talk: Inioluwa Deborah Raji, University of California, Berkeley
Short break
Lightning talk session 1
American == White in Multimodal Language-and-Image AI
Robert Wolfe and Aylin Caliskan
Ordinary people as moral heroes and foes: Digital role modelnarratives propagate social norms in China’s Social Credit System
Mo Chen, Severin Engelmann and Jens Grossklags
A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-Making
Max Schemmer, Patrick Hemmer, Maximilian Nitsche, Niklas Kühl and Michael Vössing
Does AI de-Bias Recruitment? Race, Gender, and AI’s ‘Eradication of Differences Between Groups’
Kerry Anne Mackereth and Eleanor Drage
Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and Semantics
Aylin Caliskan, Pimparkar Parth Ajay, Tessa Charlesworth, Robert Wolfe and Mahzarin Banaji
Managing Sustainability Tensions in Artificial Intelligence: Insights from Paradox Theory
Eleanor Mill, Wolfgang Garn and Nick Ryman-Tubb
Crowdsourcing Impacts: Exploring the Utility of Crowds for Anticipating Societal Impacts of Algorithmic Decision Making
Julia Barnett and Nicholas Diakopoulos
Social media profiling continues to partake in the development of formalistic self-concepts. Social media users think so, too.
Severin Engelmann, Valentin Scheibe, Fiorella Battaglia and Jens Grossklags
FINS Auditing Framework: Group Fairness for Subset Selections
Kathleen Cachel and Elke Rundensteiner
Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations
Hammaad Adam, Ming Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Celi, Jiaming Zeng, Moninder Singh and Marzyeh Ghassemi
Artificial Moral Advisors: A New Perspective from Moral Psychology
Yuxin Liu, Adam Moore, Jamie Webb and Shannon Vallor
A Model for Governing Information Sharing in Smart Assistants
Xiao Zhan, Stefan Sarkadi, Natalia Criado Pacheco and Jose Such
Short break
Robots that Need to Mislead: Biologically-inspired Machine Deception
Invited talk: Ronald Arkin, Georgia Institute of Technology
Lunch break/online posters
Aegis: An Agent for Multi-party Privacy Preservation
Rim Ben Salem
FairCanary: Rapid Continuous Explainable Fairness
Avijit Ghosh
Making Human-Like Moral Decisions
Nicholas Mattei
A Dynamic Decision-Making Framework Promoting Long-Term Fairness
Bhagyashree Puranik
Understanding Decision Subjects’ Fairness Perceptions and Retention in repeated Interactions with AI-Based Decision Systems
Meric Altug Gemalmaz
An Ontology for Fairness Metrics
Jade Franklin
Civil War Twin: Exploring Ethical Challenges in Designing an Educational Face Recognition Application
Manisha Kusuma
Dynamic Fleet Management and Household Feedback for Garbage Collection
Martin Aleksandrov
Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics
Maysa Macedo
No Rage Against the Machines: Threat of Automation Does Not Change Policy Preferences
Baobao Zhang
Mimetic Models: Ethical Implications of AI that Acts Like You
Solon Barocas
Contrastive Counterfactual Fairness in Algorithmic Decision-Making
Ece Mutlu
Ordinary People as Moral Heroes and Foes: Digital Role Model Narratives Propagate Social Norms in China’s Social Credit System
Mo Chen
Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an Audit
Alene Rhea, Kelsey Markey, Lauren D’Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires and Julia Stoyanovich.
Towards Robust Off-Policy Evaluation via Human Inputs
Harvineet Singh
Lightning talk session 2
How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic Review
Astrid Bertrand, Rafik Belloum, James R. Eagan and Winston Maxwell
Racial Disparities in the Enforcement of Marijuana Violations in the US
Bradley Butcher, Christopher Robinson, Miri Zilka, Riccardo Fogliato, Carolyn Ashurst and Adrian Weller
Long-term Dynamics of Fairness Intervention in Connection Recommender Systems
Nil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy and Kinjal Basu
The Cost of Ethical AI Development for AI Startups
James Bessen, Stephen Michael Impink and Robert Seamans
Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics
Maysa M G Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz, Rogerio de Paula and Subhro Das
Algorithms that “Don’t See Color”: Measuring Biases in Lookalike and Special Ad Audiences
Piotr Sapiezynski, Avijit Ghosh, Levi Kaplan, Alan Mislove and Aaron Rieke
Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI Regulation
Alejandra Bringas Colmenarejo, Luca Nannini, Alisa Rieger, Kristen Marie Scott, Xuan Zhao, Gourab K Patro, Gjergji Kasneci and Katharina Kinder-Kurlanda
Towards a Feminist Metaethics of AI
Anastasia Siapka
How Does Predictive Information Affect Human Ethical Preferences?
Saumik Narayanan, Guanghui Yu, Wei Tang, Chien-Ju Ho and Ming Yin
Explainability’s Gain is Optimality’s Loss? — How Explanations Mislead
Charles Wan, Rodrigo Belo and Leid Zejnilovic
Counterfactual explanations for prediction and diagnosis in XAI
Xinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle and Ruth M.J. Byrne
Short Break
The AI Mirror: Reclaiming our Humanity in an Age of Machine Thinking
Invited talk: Shannon Valor, University of Edingburgh
Short Break
Reception/Poster session 1