1 citations · 1 across the 4 of their papers we have counts for
4 papers
The M33 Synoptic Stellar Survey. III. Miras and LPVs in griJHKs
Tarini Konchady, Lucas Macri, Xiaomeng Yan +1
We present the results of a search for Miras and long-period variables (LPVs) in M33 using griJHKs archival observations from the Canada-France-Hawai'i Telescope. We use multiband…
Optimal subsampling for large scale Elastic-net regression
Hang Yu, Zhenxing Dou, Zhiwei Chen +1
Datasets with sheer volume have been generated from fields including computer vision, medical imageology, and astronomy whose large-scale and high-dimensional properties hamper the…
Robust joint modeling of sparsely observed paired functional data
Huiya Zhou, Xiaomeng Yan, Lan Zhou
A reduced-rank mixed effects model is developed for robust modeling of sparsely observed paired functional data. In this model, the curves for each functional variable are summariz…
Functional Principal Subspace Sampling for Large Scale Functional Data Analysis
Shiyuan He, Xiaomeng Yan
Functional data analysis (FDA) methods have computational and theoretical appeals for some high dimensional data, but lack the scalability to modern large sample datasets. To tackl…