2 papers
stat.ML2025
The Double Descent Behavior in Two Layer Neural Network for Binary Classification
Chathurika S Abeykoon, Aleksandr Beknazaryan, Hailin Sang
Recent studies observed a surprising concept on model test error called the double descent phenomenon, where the increasing model complexity decreases the test error first and then…
math.PR2025
Self-Normalized Moderate Deviations for Degenerate U-Statistics
Lin Ge, Hailin Sang, Qi-Man Shao
In this paper, we study self-normalized moderate deviations for degenerate { }-statistics of order . Let be i.i.d. random variables and consider symmetric…