1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.NA2021
Analysis of Truncated Orthogonal Iteration for Sparse Eigenvector Problems
Hexuan Liu, Aleksandr Aravkin
A wide range of problems in computational science and engineering require estimation of sparse eigenvectors for high dimensional systems. Here, we propose two variants of the Trunc…
q-bio.NC2017★ 1 cited
Functional Connectomics from Data: Probabilistic Graphical Models for Neuronal Network of C. elegans
Hexuan Liu, Jimin Kim, Eli Shlizerman
We propose a data-driven approach to represent neuronal network dynamics as a Probabilistic Graphical Model (PGM). Our approach learns the PGM structure by employing dimension redu…