2 papers
cs.LG2026
When Does Model Collapse Occur in Structured Interactive Learning?
Yuchen Wu, Kangjie Zhou, Weijie Su
The proliferation of generative artificial intelligence has given rise to an interactive learning environment, where model parameters are continuously updated using not only data g…
cs.DS2025
Discrepancy Algorithms for the Binary Perceptron
Shuangping Li, Tselil Schramm, Kangjie Zhou
The binary perceptron problem asks us to find a sign vector in the intersection of independently chosen random halfspaces with intercept . We analyze the performance of the ca…