1 citations · 1 across the 3 of their papers we have counts for
3 papers
stat.ML2026
Sparse Convex Biclustering
Jiakun Jiang, Dewei Xiang, Chenliang Gu +2
Biclustering is an essential unsupervised machine learning technique for simultaneously clustering rows and columns of a data matrix, with widespread applications in genomics, tran…
stat.AP2025
High-Dimensional Multi-Study Robust Factor Model for Analyzing RNA Sequencing Data from Heterogeneous Sources
Xiaolu Jiang, Wei Liu
The amount of high-dimensional large-scale RNA sequencing data derived from multiple heterogeneous sources has increased exponentially in biological science. During data collection…
cs.LG2020★ 1 cited
Unravelling the Architecture of Membrane Proteins with Conditional Random Fields
Lior Lukov, Sanjay Chawla, Wei Liu +2
In this paper, we will show that the recently introduced graphical model: Conditional Random Fields (CRF) provides a template to integrate micro-level information about biological…