3 papers
econ.TH2026
Learning from a Mixture of Information Sources
Nicole Immorlica, Brendan Lucier, Yaroslav Mukhin +2
We often learn from multiple sources that convey information in different ways. How informative is it to know the source of a signal, and how is this informativeness shaped by the…
econ.TH2024
Persuasion, Delegation, and Private Information in Algorithm-Assisted Decisions
Ruqing Xu
A principal designs an algorithm that generates a publicly observable prediction of a binary state. She must decide whether to act directly based on the prediction or to delegate t…
cs.AI2023
Decision-aid or Controller? Steering Human Decision Makers with Algorithms
Ruqing Xu, Sarah Dean
Algorithms are used to aid human decision makers by making predictions and recommending decisions. Currently, these algorithms are trained to optimize prediction accuracy. What if…