PROGRAM
Days: Thursday, February 6th Friday, February 7th Saturday, February 8th
Thursday, February 6th
View this program: with abstractssession overviewtalk overview
Friday, February 7th
View this program: with abstractssession overviewtalk overview
09:45-10:45 Session S1: Fairness 1
09:45 | When your only tool is a hammer: ethical limitations of computational fairness solutions in healthcare machine learning (abstract) |
10:00 | Normative Principles for Evaluating Fairness in Machine Learning (abstract) |
10:15 | Biased Priorities, Biased Outcomes: Three Recommendations for Ethics-oriented Data Annotation Practices (abstract) |
10:30 | CERTIFAI: A common framework to provide explanations and analyse the fairness and robustness of black-box models (abstract) |
11:15-12:15 Session S2: Fairness 2
11:15 | Trade-offs in Fair Redistricting (abstract) |
11:30 | Balancing the Tradeoff between Profit and Fairness in Rideshare Platforms during High-Demand Hours (abstract) |
11:45 | Fair Allocation through Selective Information Acquisition (abstract) |
12:00 | Diversity and Inclusion Metrics in Subset Selection (abstract) |
12:15-13:30Lunch Break
13:30-14:45 Session S3: Explanation
13:30 | Different “Intelligibility” for Different Folks (abstract) |
13:45 | Nothing to See Here: Hiding Model Biases by Fooling Post hoc Explanation Methods (abstract) |
14:00 | Human Comprehension of Fairness in Machine Learning (abstract) |
14:15 | Good Explanation for Algorithmic Transparency (abstract) |
14:30 | “How do I fool you?”: Manipulating User Trust via Misleading Black Box Explanations (abstract) |
14:45-15:30 Session S4: Ethics Under the Surface
14:45 | Incentivizing Debugging and Accountability In Critical Black-Box Software Systems (abstract) |
15:00 | An Empirical Approach to Capture Moral Uncertainty in Ethical AI (abstract) |
15:15 | Ethics for AI Writing: The Importance of Rhetorical Context (abstract) |
15:30-16:00 Session *: Spotlight (w/coffee)
15:30 | Ethics of Food Recommender Applications (abstract) |
15:32 | AI and Holistic Review: Informing Human Reading in College Admissions (abstract) |
15:34 | More Than "If Time Allows": The Role of Ethics in AI Education (abstract) |
15:36 | A Deontic Logic for Programming Rightful Machines (abstract) |
15:38 | Why Reliabilism Is not Enough: Epistemic and Moral Justification in Machine Learning (abstract) |
15:40 | “The Global South is everywhere but also always somewhere” : National policy narratives and AI justice (abstract) |
15:42 | Arbiter: A Domain-Specific Language for Ethical Machine Learning (abstract) |
15:44 | Should Artificial Intelligence Governance be Centralised? Design Lessons from History (abstract) |
15:46 | Robot Rights? Let’s talk about human welfare instead (abstract) |
15:48 | Toward Implementing the ADC Model of Moral Judgment in Autonomous Vehicles (abstract) |
15:50 | Artificial Intelligent and Indigenous Perspectives: Protecting and Empowering Intelligent Human Beings (abstract) |
15:52 | The Windfall Clause: Distributing the Benefits of AI for the Common Good (abstract) |
15:54 | A Fairness-aware Incentive Scheme for Federated Learning (abstract) |
16:30-17:15 Session S5: Future of Work
16:30 | Algorithmized but not Atomized? How Digital Platforms Engender New Forms of Worker Solidarity in Jakarta (abstract) |
16:45 | Learning Occupational Task-Shares Dynamics for the Future of Work (abstract) |
17:00 | Does AI Qualify for the Job? A Bidirectional Model Mapping Labour and AI Intensities (abstract) |
Saturday, February 8th
View this program: with abstractssession overviewtalk overview
08:45-10:00 Session S6: Fairness and Value Alignment
08:45 | Learning Norms from Stories: A Prior for Value Aligned Agents (abstract) |
09:00 | Social Contracts for Non-Cooperative Games (abstract) |
09:15 | Bayesian Sensitivity Analysis for Offline Policy Evaluation (abstract) |
09:30 | Saving Face: Towards an Ethically-Informed Approach to Facial Recognition Auditing (abstract) |
09:45 | Algorithmic Fairness from a Non-ideal Perspective (abstract) |
10:00-10:25 Session *: Spotlight (w/coffee)
10:00 | Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification (abstract) |
10:02 | Monitoring 'Artificial Intelligence as a Service' (abstract) |
10:04 | Steps Towards Value-Aligned Systems (abstract) |
10:06 | Social and Governance Implications of Improved Data Efficiency (abstract) |
10:08 | Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments (abstract) |
10:10 | Data Minimization Applied Blindly Can Lead to Color Blindness: A Case Study of a Wellbeing Recommender System (abstract) |
10:12 | Conservative Agency via Attainable Utility Preservation (abstract) |
10:14 | Deepfake for Medical Video De-Identification: Privacy Protection and Diagnostic Information Preservation (abstract) |
10:16 | Adoption Dynamics and Societal Impact of AI Systems in Complex Networks (abstract) |
10:18 | Proposal for Type Classification for Building Trust in Medical Artificial Intelligence Systems (abstract) |
10:20 | Balancing the Tradeoff Between Clustering Value and Interpretability (abstract) |
10:22 | Contextual Analysis of Social Media: The Promise and Challenge of Eliciting Context in Social Media Posts with Natural Language Processing (abstract) |
11:45-12:45 Session S7: Policy and Governance
11:45 | Policy versus Practice: Conceptions of Artificial Intelligence (abstract) |
12:00 | U.S. Public Opinion on the Governance of Artificial Intelligence (abstract) |
12:15 | The AI Liability Puzzle and a Fund-Based Work-Around (abstract) |
12:30 | What’s Next for AI Ethics, Policy, and Governance? A Global Overview (abstract) |
12:45-14:00Lunch Break
14:00-15:30 Session S8: AI Past and Future
14:00 | Exploring AI Futures Through Role Play (abstract) |
14:15 | Technocultural Pluralism: A “Clash of Civilizations” in Technology? (abstract) |
14:30 | The Offense-Defense Balance of Scientific Knowledge: Does Publishing AI Research Reduce Misuse? (abstract) |
14:45 | Activism by the AI Community: Analysing Recent Achievements and Future Prospects (abstract) |
15:00 | The Problem with Intelligence: Its Value-Laden History and the Future of AI (abstract) |
15:15 | Beyond near and long-term: towards a clearer account of research priorities in AI ethics and society (abstract) |
15:30-16:00 Session *: Spotlight (w/coffee)
15:30 | Meta Decision Trees for Explainable Recommendation Systems (abstract) |
15:32 | Artificial Artificial Intelligence: Measuring Influence of AI "Assessments" on Moral Decision-Making (abstract) |
15:34 | The Perils of Objectivity: Towards a Normative Framework for Fair Judicial Decision-Making (abstract) |
15:36 | Data Augmentation for Discrimination Prevention and Bias Disambiguation (abstract) |
15:38 | A Geometric Solution to Fair Representations (abstract) |
15:40 | Joint Optimization of AI Fairness and Utility: A Human-Centered Approach (abstract) |
15:42 | An invitation to system-wide algorithmic fairness (abstract) |
15:44 | Assessing Post-hoc Explainability of the BKT Algorithm (abstract) |
15:46 | Measuring Fairness in an Unfair World (abstract) |
15:48 | FACE: Feasible and Actionable Counterfactual Explanations (abstract) |
15:50 | Towards Just, Fair and Interpretable Methods for Judicial Subset Selection (abstract) |
15:52 | A Just Approach Balancing Rawlsian Leximax Fairness and Utilitarianism (abstract) |