1 citations · 1 across the 4 of their papers we have counts for
4 papers
Local Clustering for Lung Cancer Image Classification via Sparse Solution Technique
Jackson Hamel, Ming-Jun Lai, Zhaiming Shen +1
In this work, we propose to use a local clustering approach based on the sparse solution technique to study the medical image, especially the lung cancer image classification task.…
Tree-based Ensemble Learning for Out-of-distribution Detection
Zhaiming Shen, Menglun Wang, Guang Cheng +5
Being able to successfully determine whether the testing samples has similar distribution as the training samples is a fundamental question to address before we can safely deploy m…
The Optimal Linear B-splines Approximation via Kolmogorov Superposition Theorem and its Application
Ming-Jun Lai, Zhaiming Shen
We propose a new approach for approximating functions in via Kolmogorov superposition theorem (KST) based on the linear spline interpolation of the outer function in t…
Maximal Volume Matrix Cross Approximation for Image Compression and Least Squares Solution
Kenneth Allen, Ming-Jun Lai, Zhaiming Shen
We study the classic matrix cross approximation based on the maximal volume submatrices. Our main results consist of an improvement of the classic estimate for matrix cross approxi…