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Thinking Fast and Slow in AI
This paper proposes a research direction to advance AI which draws inspi...
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Personalized Chatbot Trustworthiness Ratings
Conversation agents, commonly referred to as chatbots, are increasingly ...
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Learning and Recognizing Archeological Features from LiDAR Data
We present a remote sensing pipeline that processes LiDAR (Light Detecti...
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Modeling Contrary-to-Duty with CP-nets
In a ceteris-paribus semantics for deontic logic, a state of affairs whe...
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Voting with Random Classifiers (VORACE)
In many machine learning scenarios, looking for the best classifier that...
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Using deceased-donor kidneys to initiate chains of living donor kidney paired donations: algorithms and experimentation
We design a flexible algorithm that exploits deceased donor kidneys to i...
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Building Ethically Bounded AI
The more AI agents are deployed in scenarios with possibly unexpected si...
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CPDist: Deep Siamese Networks for Learning Distances Between Structured Preferences
Preference are central to decision making by both machines and humans. R...
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Interpretable Multi-Objective Reinforcement Learning through Policy Orchestration
Autonomous cyber-physical agents and systems play an increasingly large ...
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Incorporating Behavioral Constraints in Online AI Systems
AI systems that learn through reward feedback about the actions they tak...
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Towards Composable Bias Rating of AI Services
A new wave of decision-support systems are being built today using AI se...
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Cognitive Hierarchy and Voting Manipulation
By the Gibbard--Satterthwaite theorem, every reasonable voting rule for ...
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Restricted Manipulation in Iterative Voting: Convergence and Condorcet Efficiency
In collective decision making, where a voting rule is used to take a col...
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Elicitation strategies for fuzzy constraint problems with missing preferences: algorithms and experimental studies
Fuzzy constraints are a popular approach to handle preferences and over-...
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Dealing with incomplete agents' preferences and an uncertain agenda in group decision making via sequential majority voting
We consider multi-agent systems where agents' preferences are aggregated...
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Manipulation and gender neutrality in stable marriage procedures
The stable marriage problem is a well-known problem of matching men to w...
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Reasoning about soft constraints and conditional preferences: complexity results and approximation techniques
Many real life optimization problems contain both hard and soft constrai...
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