Search Results for author: Chuck Zhang

Found 5 papers, 1 papers with code

Active Learning-Based Multistage Sequential Decision-Making Model with Application on Common Bile Duct Stone Evaluation

no code implementations13 Jan 2022 Hongzhen Tian, Reuven Zev Cohen, Chuck Zhang, Yajun Mei

For both simulation and testing cohorts, the proposed method is more effective, stable, interpretable, and computationally efficient on parameter estimation.

Active Learning Decision Making

APIK: Active Physics-Informed Kriging Model with Partial Differential Equations

no code implementations22 Dec 2020 Jialei Chen, Zhehui Chen, Chuck Zhang, C. F. Jeff Wu

We present in this work a PDE Informed Kriging model (PIK), which introduces PDE information via a set of PDE points and conducts posterior prediction similar to the standard kriging method.

Additive Tensor Decomposition Considering Structural Data Information

1 code implementation27 Jul 2020 Shancong Mou, Andi Wang, Chuck Zhang, Jianjun Shi

In this paper, we provide a new definition of structural information in tensor data.

Tensor Decomposition

Active Image Synthesis for Efficient Labeling

no code implementations5 Feb 2019 Jialei Chen, Yujia Xie, Kan Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian

The great success achieved by deep neural networks attracts increasing attention from the manufacturing and healthcare communities.

Image Generation Small Data Image Classification

Cannot find the paper you are looking for? You can Submit a new open access paper.