To address the influence of limited network bandwidth of edge devices on the communication efficiency of federated learning, and efficiently transmit local model update to complete model aggregation, a communication-efficient federated learning method via redundant data elimination was proposed.The essential reasons for generation of redundant upda
Mitochondria play an essential role in oxidative phosphorylation, fatty acid Disinfectants oxidation, and the regulation of apoptosis.However, this organelle also produces reactive oxygen species (ROS) that continually inflict oxidative damage on mitochondrial DNA, proteins, and lipids, which causes further production of ROS.To oppose this oxidativ
Abstract We study supersymmetric Wilson loops from a geometrical perspective.To this end, we propose a new formulation of these Supports operators in terms of an integral form associated to the immersion of the loop into a supermanifold.This approach provides a unifying description of Wilson loops preserving different sets of supercharges, and clar
Abstract Background Current international guidelines recommend the use of a daily topical exit-site antimicrobial to prevent peritoneal dialysis (PD)-related infections.Although nonantibiotic-based therapies are appealing because they may limit antimicrobial resistance, no controlled trials have been conducted to compare topical antimicrobial agent
Patients with lymphoproliferative diseases (LPD) are vulnerable to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection.Here, we describe and analyze the outcome of 366 adult patients with chronic lymphocytic leukemia (CLL) or non-Hodgkin Lymphoma (NHL) treated with targeted drugs and laboratory-confirmed COVID-19 diagnosed betwee