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View article: NetControl4BioMed: a web-based platform for controllability analysis of protein–protein interaction networks
NetControl4BioMed: a web-based platform for controllability analysis of protein–protein interaction networks Open
Motivation There is an increasing amount of data coming from genome-wide studies identifying disease-specific survivability-essential proteins and host factors critical to a cell becoming infected. Targeting such proteins has a strong pote…
View article: Exponentiated Gradient Reweighting for Robust Training Under Label Noise and Beyond
Exponentiated Gradient Reweighting for Robust Training Under Label Noise and Beyond Open
Many learning tasks in machine learning can be viewed as taking a gradient step towards minimizing the average loss of a batch of examples in each training iteration. When noise is prevalent in the data, this uniform treatment of examples …
View article: A Deep Model for Super-resolution Enhancement from a Single Image
A Deep Model for Super-resolution Enhancement from a Single Image Open
This study presents a method to reconstruct a high-resolution image using a deep convolution neural network. We propose a deep model, entitled Deep Block Super Resolution (DBSR), by fusing the output features of a deep convolutional networ…