IEEE

CroSSHeteroFL: Cross-Stratified Sampling Composition-Fitting to Federated Learning for Heterogeneous Clients

Abstract: In the large-scale deployment of federated learning (FL) systems, the heterogeneity of clients, such as mobile phones and Internet of Things (IoT) devices with different configurations, ...
The Lancet

Community-based versus facility-based services to improve hepatitis C screening in Cambodia: a cluster randomized controlled trial (ANRS 12384 Cam-C study)

Combined testing uptake (HCV RDT or HCV RDT/RNA) was higher for the community-based strategy than for the facility-based ...
IEEE

Modeling, Analysis, and Comparison of Voltage and Charge Sampling Techniques in Sub-Sampling PLL Design

Abstract: This paper compares two different architectures for implementing a sub-sampling phase-locked loop (SS-PLL). First, a time-domain model is used to analyze the noise contributions of the ...
Frontiers

A field and laboratory manual for sampling, processing and reporting microplastics in coastal and marine environments

Global interest in microplastics is increasing, with numerous organisations collecting data on microplastics in the environment. However, disparate sampling, analysis, and reporting methods limit our ...