Table of Contents

• Robots that Need to Mislead: Biologically-inspired Machine DeceptionRonald C. Arkin. 1 [doi]
• The Limits of FairnessAbeba Birhane. 2 [doi]
• RoboTruckers: The Double Threat of AI for Low-Wage WorkKaren Levy. 3 [doi]
• Beyond Fairness and Explanation: Foundations of Trustworthiness of Artificial AgentsBertram F. Malle. 4 [doi]
• From Algorithmic Audits to Actual Accountability: Overcoming Practical Roadblocks on the Path to Meaningful Audit Interventions for AI GovernanceInioluwa Deborah Raji. 5 [doi]
• The AI Mirror: Reclaiming our Humanity in an Age of Machine ThinkingShannon Vallor. 6 [doi]
• Write It Like You See It: Detectable Differences in Clinical Notes by Race Lead to Differential Model RecommendationsHammaad Adam, Ming-Ying Yang, Kenrick Cato, Ioana Baldini, Charles Senteio, Leo Anthony Celi, Jiaming Zeng, Moninder Singh, Marzyeh Ghassemi. 7-21 [doi]
• Long-term Dynamics of Fairness Intervention in Connection Recommender SystemsNil-Jana Akpinar, Cyrus DiCiccio, Preetam Nandy, Kinjal Basu 0001. 22-35 [doi]
• Dynamic Fleet Management and Household Feedback for Garbage CollectionMartin Damyanov Aleksandrov. 36-45 [doi]
• SCALES: From Fairness Principles to Constrained Decision-MakingSreejith Balakrishnan, Jianxin Bi, Harold Soh. 46-55 [doi]
• Crowdsourcing Impacts: Exploring the Utility of Crowds for Anticipating Societal Impacts of Algorithmic Decision MakingJulia Barnett, Nicholas Diakopoulos. 56-67 [doi]
• Aegis: An Agent for Multi-party Privacy PreservationRim Ben Salem, Esma Aïmeur, Hicham Hage. 68-77 [doi]
• How Cognitive Biases Affect XAI-assisted Decision-making: A Systematic ReviewAstrid Bertrand, Rafik Belloum, James R. Eagan, Winston Maxwell. 78-91 [doi]
• The Cost of Ethical AI Development for AI StartupsJames Bessen, Stephen Michael Impink, Robert Seamans. 92-106 [doi]
• Fairness in Agreement With European Values: An Interdisciplinary Perspective on AI RegulationAlejandra Bringas Colmenarejo, Luca Nannini, Alisa Rieger, Kristen M. Scott, Xuan Zhao, Gourab K. Patro, Gjergji Kasneci, Katharina Kinder-Kurlanda. 107-118 [doi]
• Current and Near-Term AI as a Potential Existential Risk FactorBenjamin S. Bucknall, Shiri Dori-Hacohen. 119-129 [doi]
• Racial Disparities in the Enforcement of Marijuana Violations in the USBradley Butcher, Christopher Robinson, Miri Zilka, Riccardo Fogliato, Carolyn Ashurst, Adrian Weller. 130-143 [doi]
• FINS Auditing Framework: Group Fairness for Subset SelectionsKathleen Cachel, Elke A. Rundensteiner. 144-155 [doi]
• Gender Bias in Word Embeddings: A Comprehensive Analysis of Frequency, Syntax, and SemanticsAylin Caliskan, Pimparkar Parth Ajay, Tessa Charlesworth, Robert Wolfe, Mahzarin R. Banaji. 156-170 [doi]
• Piecemeal Knowledge Acquisition for Computational Normative ReasoningIlaria Canavotto, John F. Horty. 171-180 [doi]
• Ordinary People as Moral Heroes and Foes: Digital Role Model Narratives Propagate Social Norms in China's Social Credit SystemMo Chen, Severin Engelmann, Jens Grossklags. 181-191 [doi]
• A Survey of the Potential Long-term Impacts of AI: How AI Could Lead to Long-term Changes in Science, Cooperation, Power, Epistemics and ValuesSam Clarke, Jess Whittlestone. 192-202 [doi]
• Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc ExplanationsJessica Dai, Sohini Upadhyay, Ulrich Aïvodji, Stephen H. Bach, Himabindu Lakkaraju. 203-214 [doi]
• Counterfactual Explanations for Prediction and Diagnosis in XAIXinyue Dai, Mark T. Keane, Laurence Shalloo, Elodie Ruelle, Ruth M. J. Byrne. 215-226 [doi]
• Responsible AI Systems: Who are the Stakeholders?Advait Deshpande, Helen Sharp. 227-236 [doi]
• Does AI De-Bias Recruitment?: Race, Gender, and AI's 'Eradication of Differences Between Groups'Eleanor Drage, Kerry Mackereth. 237 [doi]
• Social Media Profiling Continues to Partake in the Development of Formalistic Self-Concepts. Social Media Users Think So, TooSeverin Engelmann, Valentin Scheibe, Fiorella Battaglia, Jens Grossklags. 238-252 [doi]
• Stochastic Policies in Morally Constrained (C-)SSPsCharles Evans, Claire Benn, Ignacio Ojea Quintana, Pamela Robinson, Sylvie Thiébaux. 253-264 [doi]
• An Ontology for Fairness MetricsJade S. Franklin, Karan Bhanot, Mohamed F. Ghalwash, Kristin P. Bennett, Jamie P. McCusker, Deborah L. McGuinness. 265-275 [doi]
• Causal Framework of Artificial Autonomous Agent ResponsibilityMatija Franklin, Hal Ashton, Edmond Awad, David A. Lagnado. 276-284 [doi]
• Practical Skills Demand Forecasting via Representation Learning of Temporal DynamicsMaysa Malfiza Garcia de Macedo, Wyatt Clarke, Eli Lucherini, Tyler Baldwin, Dilermando Queiroz Neto, Rogério Abreu de Paula, Subhro Das. 285-294 [doi]
• Understanding Decision Subjects' Fairness Perceptions and Retention in Repeated Interactions with AI-Based Decision SystemsMeric Altug Gemalmaz, Ming Yin. 295-306 [doi]
• FairCanary: Rapid Continuous Explainable FairnessAvijit Ghosh, Aalok Shanbhag, Christo Wilson. 307-316 [doi]
• Learning Fairer InterventionsYuzi He, Keith Burghardt, Siyi Guo, Kristina Lerman. 317-323 [doi]
• Diversity by Design?: Balancing the Inclusion and Protection of Users in an Online Social PlatformPaula Helm, Loizos Michael, Laura Schelenz. 324-334 [doi]
• The Worst of Both Worlds: A Comparative Analysis of Errors in Learning from Data in Psychology and Machine LearningJessica Hullman, Sayash Kapoor, Priyanka Nanayakkara, Andrew Gelman, Arvind Narayanan. 335-348 [doi]
• Algorithmic Fairness and Structural Injustice: Insights from Feminist Political PhilosophyAtoosa Kasirzadeh. 349-356 [doi]
• Equalizing Credit Opportunity in Algorithms: Aligning Algorithmic Fairness Research with U.S. Fair Lending RegulationI. Elizabeth Kumar, Keegan E. Hines, John P. Dickerson. 357-368 [doi]
• Civil War Twin: Exploring Ethical Challenges in Designing an Educational Face Recognition ApplicationManisha Kusuma, Vikram Mohanty, Marx Wang, Kurt Luther. 369-384 [doi]
• How Open Source Machine Learning Software Shapes AIMax Langenkamp, Daniel N. Yue. 385-395 [doi]
• Data-Centric Factors in Algorithmic FairnessNianyun Li, Naman Goel, Elliott Ash. 396-410 [doi]
• Towards Better Detection of Biased Language with Scarce, Noisy, and Biased AnnotationsZhuoyan Li, Zhuoran Lu, Ming Yin. 411-423 [doi]
• Examining Responsibility and Deliberation in AI Impact Statements and Ethics ReviewsDavid Liu, Priyanka Nanayakkara, Sarah Ariyan Sakha, Grace Abuhamad, Su Lin Blodgett, Nicholas Diakopoulos, Jessica R. Hullman, Tina Eliassi-Rad. 424-435 [doi]
• Artificial Moral Advisors: A New Perspective from Moral PsychologyYuxin Liu, Adam Moore, Jamie Webb, Shannon Vallor. 436-445 [doi]
• Artificial Intelligence in the Government: Responses to Failures and Social ImpactChiara Longoni, Luca Cian, Ellie Kyung. 446 [doi]
• Making Human-Like Moral DecisionsAndrea Loreggia, Nicholas Mattei, Taher Rahgooy, Francesca Rossi, Biplav Srivastava, Kristen Brent Venable. 447-454 [doi]
• DIME: Fine-grained Interpretations of Multimodal Models via Disentangled Local ExplanationsYiwei Lyu, Paul Pu Liang, Zihao Deng, Ruslan Salakhutdinov, Louis-Philippe Morency. 455-467 [doi]
• Investigating Debiasing Effects on Classification and ExplainabilityMarta Marchiori Manerba, Riccardo Guidotti. 468-478 [doi]
• Mimetic Models: Ethical Implications of AI that Acts Like YouReid McIlroy-Young, Jon M. Kleinberg, Siddhartha Sen 0001, Solon Barocas, Ashton Anderson. 479-490 [doi]
• Managing Sustainability Tensions in Artificial Intelligence: Insights from Paradox TheoryEleanor Mill, Wolfgang Garn, Nick F. Ryman-Tubb. 491-498 [doi]
• Contrastive Counterfactual Fairness in Algorithmic Decision-MakingEce Çigdem Mutlu, Niloofar Yousefi, Özlem Özmen Garibay. 499-507 [doi]
• How Does Predictive Information Affect Human Ethical Preferences?Saumik Narayanan, Guanghui Yu, Wei Tang, Chien-Ju Ho, Ming Yin. 508-517 [doi]
• Measuring Gender Bias in Word Embeddings of Gendered Languages Requires Disentangling Grammatical Gender SignalsShiva Omrani Sabbaghi, Aylin Caliskan. 518-531 [doi]
• How Algorithms Shape the Distribution of Political Advertising: Case Studies of Facebook, Google, and TikTokOrestis Papakyriakopoulos, Christelle Tessono, Arvind Narayanan, Mihir Kshirsagar. 532-546 [doi]
• A Dynamic Decision-Making Framework Promoting Long-Term FairnessBhagyashree Puranik, Upamanyu Madhow, Ramtin Pedarsani. 547-556 [doi]
• Outsider Oversight: Designing a Third Party Audit Ecosystem for AI GovernanceInioluwa Deborah Raji, Peggy Xu, Colleen Honigsberg, Daniel E. Ho. 557-571 [doi]
• Resume Format, LinkedIn URLs and Other Unexpected Influences on AI Personality Prediction in Hiring: Results of an AuditAlene K. Rhea, Kelsey Markey, Lauren D'Arinzo, Hilke Schellmann, Mona Sloane, Paul Squires, Julia Stoyanovich. 572-587 [doi]
• A Bio-Inspired Framework for Machine Bias InterpretationJake Robertson, Catherine Stinson, Ting Hu. 588-598 [doi]
• Select Wisely and Explain: Active Learning and Probabilistic Local Post-hoc ExplainabilityAditya Saini, Ranjitha Prasad. 599-608 [doi]
• Algorithms that "Don't See Color": Measuring Biases in Lookalike and Special Ad AudiencesPiotr Sapiezynski, Avijit Ghosh, Levi Kaplan, Aaron Rieke, Alan Mislove. 609-616 [doi]
• A Meta-Analysis of the Utility of Explainable Artificial Intelligence in Human-AI Decision-MakingMax Schemmer, Patrick Hemmer, Maximilian Nitsche, Niklas Kühl, Michael Vössing. 617-626 [doi]
• From Coded Bias to Existential Threat: Expert Frames and the Epistemic Politics of AI GovernanceHendrik R. Schopmans. 627-640 [doi]
• Respect as a Lens for the Design of AI SystemsWilliam Seymour, Max Van Kleek, Reuben Binns, Dave Murray-Rust. 641-652 [doi]
• Generating Deontic Obligations From Utility-Maximizing SystemsColin Shea-Blymyer, Houssam Abbas. 653-663 [doi]
• Strategic Best Response Fairness in Fair Machine LearningHajime Shimao, Warut Khern-am-nuai, Karthik N. Kannan, Maxime C. Cohen. 664 [doi]
• Towards a Feminist Metaethics of AIAnastasia Siapka. 665-674 [doi]
• Achievement and Fragility of Long-term EquitabilityAndrea Simonetto, Ivano Notarnicola. 675-685 [doi]
• Towards Robust Off-Policy Evaluation via Human InputsHarvineet Singh, Shalmali Joshi, Finale Doshi-Velez, Himabindu Lakkaraju. 686-699 [doi]
• Multi-CoPED: A Multilingual Multi-Task Approach for Coding Political Event Data on Conflict and Mediation DomainErick Skorupa Parolin, MohammadSaleh Hosseini, Yibo Hu, Latifur Khan, Patrick T. Brandt, Javier Osorio, Vito D'Orazio. 700-711 [doi]
• From Explanation to Recommendation: Ethical Standards for Algorithmic RecourseEmily Sullivan, Philippe Verreault-Julien. 712-722 [doi]
• What are People Talking about in #BackLivesMatter and #StopAsianHate?: Exploring and Categorizing Twitter Topics Emerged in Online Social Movements through the Latent Dirichlet Allocation ModelXin Tong, Yixuan Li, Jiayi Li, Rongqi Bei, Luyao Zhang. 723-738 [doi]
• Actual Causality and Responsibility Attribution in Decentralized Partially Observable Markov Decision ProcessesStelios Triantafyllou, Adish Singla, Goran Radanovic. 739-752 [doi]
• Human Autonomy in Algorithmic ManagementCharlotte Franziska Unruh, Charlotte Haid, Fottner Johannes, Tim Büthe. 753-762 [doi]
• Do Humans Trust Advice More if it Comes from AI?: An Analysis of Human-AI InteractionsKailas Vodrahalli, Roxana Daneshjou, Tobias Gerstenberg, James Zou 0001. 763-777 [doi]
• Explainability's Gain is Optimality's Loss?: How Explanations Bias Decision-makingCharles Wan, Rodrigo Belo, Leid Zejnilovic. 778-787 [doi]
• Artificial Concepts of Artificial Intelligence: Institutional Compliance and Resistance in AI StartupsAmy A. Winecoff, Elizabeth Anne Watkins. 788-799 [doi]
• American == White in Multimodal Language-and-Image AIRobert Wolfe, Aylin Caliskan. 800-812 [doi]
• Enhancing Fairness in Face Detection in Computer Vision Systems by Demographic Bias MitigationYu Yang, Aayush Gupta, Jianwei Feng, Prateek Singhal, Vivek Yadav, Yue Wu 0001, Pradeep Natarajan, Varsha Hedau, Jungseock Joo. 813-822 [doi]
• A Penalty Default Approach to Preemptive Harm Disclosure and Mitigation for AI SystemsRui-Jie Yew, Dylan Hadfield-Menell. 823-830 [doi]
• Identifying Bias in Data Using Two-Distribution Hypothesis TestsWilliam Yik, Limnanthes Serafini, Timothy Lindsey, George D. Montañez. 831-844 [doi]
• A Model for Governing Information Sharing in Smart AssistantsXiao Zhan, Stefan Sarkadi, Natalia Criado, Jose M. Such. 845-855 [doi]
• No Rage Against the Machines: Threat of Automation Does Not Change Policy PreferencesBaobao Zhang. 856-866 [doi]
• Judging Instinct Exploitation in Statistical Data Explanations Based on Word EmbeddingKang Zhang, Hiroaki Shinden, Tatsuki Mutsuro, Einoshin Suzuki. 867-879 [doi]
• Transparency, Governance and Regulation of Algorithmic Tools Deployed in the Criminal Justice System: a UK Case StudyMiri Zilka, Holli Sargeant, Adrian Weller. 880-889 [doi]
• Inspecting Algorithmic Flows: Ethics, Transparency, and Accountability for Digital Mass Communication PlatformsJack Bandy. 890 [doi]
• Considering Context as it Relates to Student Agency Conditions in Intelligent Game-Based Learning EnvironmentsAllison Macey Banzon. 891 [doi]
• AI and Us: Ethical Concerns, Public Knowledge and Public Attitudes on Artificial IntelligenceMarina Budic. 892 [doi]
• Governing AI Applications To Monitoring and Managing Our Global Environmental CommonsMelissa Chapman. 893 [doi]
• AI Alignment Dialogues: An Interactive Approach to AI Alignment in Support AgentsPei-yu Chen. 894 [doi]
• Ethical Recommenders in the Public Library SectorSavvina Daniil. 895 [doi]
• Exploitation and Algorithmic Pricing: Regressive Distributive Outcomes in Consumer-to-Business TransactionsArianna Dini. 896 [doi]
• Hijacking Epistemic Agency: How Emerging Technologies Threaten our Wellbeing as KnowersJohn Dorsch. 897 [doi]
• Privacy Preserving Machine Learning SystemsSoumia Zohra El Mestari. 898 [doi]
• Computational PhilosophyHubert Etienne. 899 [doi]
• How to Design Smart Homes for Older Persons: The Somatic Capability Assessment as an Answer to Current Design ChallengesNadine Andrea Felber. 900 [doi]
• The Opacity of Automated Decision-Making Systems (ADMS) and its Challenges for Political Legitimacy in a DemocracyMaría Carolina Jiménez. 901 [doi]
• Why is my System Biased?: Rating of AI Systems through a Causal LensKausik Lakkaraju. 902 [doi]
• Artificial Intelligence Diffusion in Public AdministrationRohit Madan. 903 [doi]
• Socially-Aware Artificial Intelligence for Fair MobilityDimitris Michailidis. 904 [doi]
• The Danger of Citizen Domination through Algorithmic Decision-Making in the Public SectorJana Misic. 905 [doi]
• AI and Legal Personhood: An African PerspectiveMeshandren Naidoo. 906 [doi]
• Ethical Design for AI in MedicineÉric Pardoux. 907 [doi]
• Bias in Artificial Intelligence Models in Financial ServicesÁngel Pavón Pérez. 908 [doi]
• Emotion Recognition Technology: Re-Shaping Human RelationshipsAlexandra Prégent. 909 [doi]
• Bias in Hate Speech and Toxicity DetectionPaula Reyero Lobo. 910 [doi]
• What's (Not) Ideal about Fair Machine Learning?Otto Sahlgren. 911 [doi]
• Examining Trust in Conversational Systems: Conceptual and Empirical Findings on User Trust, Related Behavior, and System TrustworthinessAnuschka Schmitt. 912 [doi]
• Artificial Quasi Moral AgencyJen Semler. 913 [doi]
• Fair, Robust, and Data-Efficient Machine Learning in HealthcareHarvineet Singh. 914 [doi]
• Automated Kantian EthicsLavanya Singh. 915 [doi]
• Constructing Meaningful Explanations: Logic-based ApproachesLaura State. 916 [doi]
• Comprehensive Human Oversight Framework to Ensure Accountability over Autonomous Weapon SystemsIlse Verdiesen. 917 [doi]
• Dialogue Explanation With Reasoning for AIYifan Xu. 918 [doi]
• Preserving Our Mental Autonomy: Freedom of Thought in the Speech 4.0 EraEmine Ozge Yildirim. 919 [doi]
• Developing Artificial Intelligence for Good: Interdisciplinary Research Collaborations and the Making of Ethical AIShira Zilberstein. 920 [doi]