2 papers
cs.LG2024
Strategic Usage in a Multi-Learner Setting
Eliot Shekhtman, Sarah Dean
Real-world systems often involve some pool of users choosing between a set of services. With the increase in popularity of online learning algorithms, these services can now self-o…
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…