no code implementations • 24 Dec 2023 • Gan Yuan, Mingyue Xu, Samory Kpotufe, Daniel Hsu
We consider the problem of sufficient dimension reduction (SDR) for multi-index models.
no code implementations • 16 Oct 2021 • Samory Kpotufe, Gan Yuan, Yunfan Zhao
We consider nonparametric classification with smooth regression functions, where it is well known that notions of margin in $E[Y|X]$ determine fast or slow rates in both active and passive learning.
no code implementations • 2 Jun 2021 • Chengliang Tang, Gan Yuan, Tian Zheng
The past two decades have witnessed the great success of the algorithmic modeling framework advocated by Breiman et al. (2001).
Cultural Vocal Bursts Intensity Prediction Weakly-supervised Learning