Kernel-Weighted Aggregation for Hyperparameter-Free Quantum Federated Learning. [PDF]
Huang R.
europepmc +1 more source
PFL-NON-IID Framework: Evaluating MOON Algorithm on Handling Non-IID Data Distributions
Sheng Chen +3 more
openaire +1 more source
FedPome: federated deep learning for real-time pomegranate disease classification. [PDF]
S L +5 more
europepmc +1 more source
Proxy-Based Diagnostics of Quantum Oracle Sketching Robustness for Non-IID Sensor and Telemetry Streams. [PDF]
Farsi M, Mahmoud M, Helmy A.
europepmc +1 more source
VCFedAdam: A Verifiable and Compressed FedAdam Aggregation Scheme for Federated Learning in Distributed Sensor Networks. [PDF]
Si Z, Liao X, Wu Z, Li T, Su C.
europepmc +1 more source
EntroMEMS: Proof-of-Concept Integration of Quantum-Derived Initialization and MEMS Entropy Acquisition on an ESP32. [PDF]
Georgiev BA.
europepmc +1 more source
BCFL-DAI-PUB: Blockchain-integrated federated learning with dynamic adaptive incentives for privacy-utility balanced credit risk modelling. [PDF]
Ramachandra P, Vaithiyanathan S.
europepmc +1 more source
Limited structural reliability in public educational prediction benchmarks: a four-dimension audit of seven datasets. [PDF]
Ma Y, Zhang L.
europepmc +1 more source
TeleZK-FL: enabling trustless and verifiable remote patient monitoring via quantized zero-knowledge federated learning. [PDF]
Jayaraman P, Delhibabu R.
europepmc +1 more source
Mapping heterogeneity in retirement transition pathways: integrating qualitative longitudinal and text-mining analysis. [PDF]
Huang JR, Chao SF, Hsieh JL, Shao HL.
europepmc +1 more source

