2 papers
cs.AI2025
The Delusional Hedge Algorithm as a Model of Human Learning from Diverse Opinions
Yun-Shiuan Chuang, Jerry Zhu, Timothy T. Rogers
Whereas cognitive models of learning often assume direct experience with both the features of an event and with a true label or outcome, much of everyday learning arises from heari…
cs.GT2025
Collaborative Mean Estimation Among Heterogeneous Strategic Agents: Individual Rationality, Fairness, and Truthful Contribution
Alex Clinton, Yiding Chen, Xiaojin Zhu +1
We study a collaborative learning problem where agents aim to estimate a vector by sampling from associated univariate normal distributi…