2 citations · 3 across the 2 of their papers we have counts for
4 papers
A Doubly-Enhanced EM Algorithm for Model-Based Tensor Clustering
Qing Mai, Xin Zhang, Yuqing Pan +1
Modern scientific studies often collect data sets in the forms of tensors, which call for innovative statistical analysis methods. In particular, there is a pressing need for tenso…
Cross-Modal Fusion Between Data in SAXS and Cryo-EM for Biomolecular Structure Determination
Shengnan Lyu, Christian Wülker, Yuqing Pan +4
Cryo-Electron Microscopy (cryo-EM) has become an extremely powerful method for resolving structural details of large biomolecular complexes. However, challenging problems in single…
TULIP: A Toolbox for Linear Discriminant Analysis with Penalties
Yuqing Pan, Qing Mai, Xin Zhang
Linear discriminant analysis (LDA) is a powerful tool in building classifiers with easy computation and interpretation. Recent advancements in science technology have led to the po…
Covariate-Adjusted Tensor Classification in High-Dimensions
Yuqing Pan, Qing Mai, Xin Zhang
In contemporary scientific research, it is of great interest to predict a categorical response based on a high-dimensional tensor (i.e. multi-dimensional array) and additional cova…