4 papers
Dynamic Welfare-Maximizing Pooled Testing
Nicholas Lopez, Francisco Marmolejo-CossÃo, Jose Roberto Tello Ayala +1
Pooled testing is a common strategy for public health disease screening under limited testing resources, allowing multiple biological samples to be tested together with the resourc…
Accelerated Preference Elicitation with LLM-Based Proxies
David Huang, Francisco Marmolejo-CossÃo, Edwin Lock +1
Bidders in combinatorial auctions face significant challenges when describing their preferences to an auctioneer. Classical work on preference elicitation focuses on query-based te…
Predictive Churn with the Set of Good Models
Jamelle Watson-Daniels, Flavio du Pin Calmon, Alexander D'Amour +3
Issues can arise when research focused on fairness, transparency, or safety is conducted separately from research driven by practical deployment concerns and vice versa. This separ…
Multi-Agent Risks from Advanced AI
Lewis Hammond, Alan Chan, Jesse Clifton +41
The rapid development of advanced AI agents and the imminent deployment of many instances of these agents will give rise to multi-agent systems of unprecedented complexity. These s…