AIES 2020: AAAI/ACM CONFERENCE ON AI, ETHICS, AND SOCIETY
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)