18 citations · 23 across the 4 of their papers we have counts for
4 papers
Multiple-output composite quantile regression through an optimal transport lens
Xuzhi Yang, Tengyao Wang
Composite quantile regression has been used to obtain robust estimators of regression coefficients in linear models with good statistical efficiency. By revealing an intrinsic link…
Sharp-SSL: Selective high-dimensional axis-aligned random projections for semi-supervised learning
Tengyao Wang, Edgar Dobriban, Milana Gataric +1
We propose a new method for high-dimensional semi-supervised learning problems based on the careful aggregation of the results of a low-dimensional procedure applied to many axis-a…
A useful variant of the Davis--Kahan theorem for statisticians
Yi Yu, Tengyao Wang, Richard J. Samworth
The Davis--Kahan theorem is used in the analysis of many statistical procedures to bound the distance between subspaces spanned by population eigenvectors and their sample versions…
Multiple Identifications in Multi-Armed Bandits
Sébastien Bubeck, Tengyao Wang, Nitin Viswanathan
We study the problem of identifying the top arms in a multi-armed bandit game. Our proposed solution relies on a new algorithm based on successive rejects of the seemingly bad…