Multi‐Objective Optimisation Framework for Heterogeneous Federated Learning
ABSTRACT Federated learning is a distributed framework that trains a centralised model using data from multiple clients without transferring that data to a central server. Despite rapid progress, federated learning still faces several unsolved challenges. Specifically, communication costs and system heterogeneity, such as nonidentical data distribution,
Jamshid Tursunboev +4 more
wiley +1 more source
Extraocular Photoreception in Optic Lobes, Suckers, and Skin of Octopus vulgaris
Evidence of extra‐ocular photoreception in Octopus vulgaris (a) Diagram of the O. vulgaris different tissues considered: SPB, sucker proximal big; SPL, sucker proximal large; SM, sucker medium; SD, sucker distal; SK, skin; OL, optic lobes; RT, retina; (b‐d) Gene expression analysis of Ov‐GRK1 (red), Ov‐retinochrome (green), Ov‐rhodopsin (blue) mRNA ...
Valeria Maselli +7 more
wiley +1 more source
Looking at bacterial cell poles from a liquid-liquid phase separation of intrinsically disordered proteins perspective. [PDF]
Aldadah R +6 more
europepmc +1 more source
This study integrates genomics and landscape genetics to analyze African goat environmental adaptation. Analyzing 1591 samples, it finds population structure differentiates geographically into four groups, with gene flow between wild Yura goats and North Africans.
Weifeng Peng +19 more
wiley +1 more source
Coordinating plasmid partition with bacterial chromosome segregation
openaire +2 more sources
enhancer3D: 3D chromatin structures and enhancer-promoter distance profiles for archaic and modern human genomes. [PDF]
Wlasnowolski M +4 more
europepmc +1 more source
Interventional oncology in children: Where are we now?
Abstract Paediatric Interventional Oncology (IO) lags behind adult IO due to a scarcity of specific outcome data. The suboptimal way to evolve this field is relying heavily on adult experiences. The distinct tumour types prevalent in children, such as extracranial germ cell tumours, sarcomas, and neuroblastoma, differ strongly from those found in ...
Premal Amrishkumar Patel +1 more
wiley +1 more source
Complete genome sequence of a pESI-Carrying <i>Salmonella</i> Infantis from raw chicken meat in a Metro Manila wet market, Philippines. [PDF]
Nagpala MJM +5 more
europepmc +1 more source
Exploring the genetic overlap between substance use disorder and educational attainment
Abstract Background and aims Substance use disorder (SUD) is a polygenic psychiatric condition characterized by persistent drug use despite negative consequences. Several studies support that higher cognitive performance and educational attainment (EA) are associated with a reduced risk for SUD.
Judit Cabana‐Domínguez +16 more
wiley +1 more source
Nucleolar Cdc14 Splitting Reflects Recombination Context and Meiotic Chromosome Dynamics. [PDF]
Rodríguez-Jiménez P +4 more
europepmc +1 more source

