136 citations · 515 across the 65 of their papers we have counts for
5 papers · 2 filters
Carrot and Stick: Eliciting Comparison Data and Beyond
Yiling Chen, Shi Feng, Fang-Yi Yu
Comparison data elicited from people are fundamental to many machine learning tasks, including reinforcement learning from human feedback for large language models and estimating r…
Strategic Classification With Externalities
Safwan Hossain, Evi Micha, Yiling Chen +1
We propose a new variant of the strategic classification problem: a principal reveals a classifier, and agents report their (possibly manipulated) features to be classified. Mo…
Bias Detection Via Signaling
Yiling Chen, Tao Lin, Ariel D. Procaccia +2
We introduce and study the problem of detecting whether an agent is updating their prior beliefs given new evidence in an optimal way that is Bayesian, or whether they are biased t…
Robustness of voting mechanisms to external information in expectation
Yiling Chen, Jessie Finocchiaro
Analyses of voting algorithms often overlook informational externalities shaping individual votes. For example, pre-polling information often skews voters towards candidates who ma…
Generalized Principal-Agent Problem with a Learning Agent
Tao Lin, Yiling Chen
In classic principal-agent problems such as Stackelberg games, contract design, and Bayesian persuasion, the agent best responds to the principal's committed strategy. We study rep…