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cs.DS2026
Social Learning of Ranking: Getting the Top Right despite Local Herding
Shahrzad Haddadan, Jie Gao
In sequential learning, a group of agents sequentially receives a noisy private signal and observes the predictions of prior agents to estimate a hidden ground truth. While extensi…
cs.DS2024
Optimally Improving Cooperative Learning in a Social Setting
Shahrzad Haddadan, Cheng Xin, Jie Gao
We consider a cooperative learning scenario where a collection of networked agents with individually owned classifiers dynamically update their predictions, for the same classifica…