Scientific Research Publishing

A Guidelines of Development Learning Enthusiasm for First-Year Student’s Faculty of Information Engineering at Nanning University ()

A Guidelines of Development Learning Enthusiasm for First-Year Student’s Faculty of Information Engineering at Nanning University ...
IEEE

Towards Better Generalization of Deep Neural Networks via Non-Typicality Sampling Scheme

Abstract: Improving the generalization performance of deep neural networks (DNNs) trained by minibatch stochastic gradient descent (SGD) has raised lots of concerns from deep learning practitioners.

Simple vs. Stratified Random Sampling: Key Differences Explained

Learn the distinctions between simple and stratified random sampling. Understand how researchers use these methods to accurately represent data populations.
IEEE

Improved Ratio Estimator under Stratified Simple Random Sampling Using Auxiliary Variable

Abstract: In this study, we suggested an improved ratio estimator for stratification utilizing an auxiliary variable in simple random sampling. Theoretically, bias ...