12 citations · 16 across the 5 of their papers we have counts for
4 papers · 1 filter
Transition Matrix Representation of Trees with Transposed Convolutions
Jaemin Yoo, Lee Sael
How can we effectively find the best structures in tree models? Tree models have been favored over complex black box models in domains where interpretability is crucial for making…
Fast and Accurate Pseudoinverse with Sparse Matrix Reordering and Incremental Approach
Jinhong Jung, Lee Sael
How can we compute the pseudoinverse of a sparse feature matrix efficiently and accurately for solving optimization problems? A pseudoinverse is a generalization of a matrix invers…
SNeCT: Scalable network constrained Tucker decomposition for integrative multi-platform data analysis
Dongjin Choi, Lee Sael
Motivation: How do we integratively analyze large-scale multi-platform genomic data that are high dimensional and sparse? Furthermore, how can we incorporate prior knowledge, such…
Feature versus Raw Sequence: Deep Learning Comparative Study on Predicting Pre-miRNA
Jaya Thomas, Sonia Thomas, Lee Sael
Should we input known genome sequence features or input sequence itself in deep learning framework? As deep learning more popular in various applications, researchers often come to…