🏢 Beijing Normal University

This paper introduces robust group inference procedures for high-dimensional single index models, offering substantial efficiency gains for heavy-tailed errors and handling group testing effectively w…

4-bit Shampoo achieves comparable performance to its 32-bit counterpart while drastically reducing memory usage, enabling efficient training of significantly larger neural networks.