PXAI Audio Feed
02/04 07:00 arxiv.org

Task-Centric Personalized Federated Fine-Tuning of Language Models

Federated LearningPersonalized FLLanguage ModelsTask HeterogeneityGeneralizationIntra‑client Interference
02/04 00:47 dev.to

Privacy-Preserving Active Learning for wildfire evacuation logistics networks under real-time policy constraints

wildfireevacuationprivacyactive learningdifferential privacyfederated learning
31/03 07:00 arxiv.org

A Step Toward Federated Pretraining of Multimodal Large Language Models

federated learningmultimodal LLMcross‑modal projectorprivacy‑sensitive dataparameter interferencepre‑training
27/03 16:14 dev.to

Building Privacy-Preserving Machine Learning: A Practical Guide to Federated Learning

federated learningprivacymachine learningdata protectionGDPRHIPAA
27/03 06:00 arxiv.org

Energy-Efficient Hierarchical Federated Anomaly Detection for the Internet of Underwater Things via Selective Cooperative Aggregation

Underwater IoTfederated learninganomaly detectionenergy efficiencyhierarchical aggregationacoustic communication
26/03 06:00 arxiv.org

PoiCGAN: A Targeted Poisoning Based on Feature-Label Joint Perturbation in Federated Learning

federated learningpoisoning attackfeature-label perturbationanomaly detection evasionindustrial image classificationtargeted poisoning
19/03 06:00 arxiv.org

Federated Multi Agent Deep Learning and Neural Networks for Advanced Distributed Sensing in Wireless Networks

multi‑agent deep learningfederated learningwireless sensingedge intelligencegraph neural networksdistributed networks
18/03 06:00 arxiv.org

A federated learning framework with knowledge graph and temporal transformer for early sepsis prediction in multi-center ICUs

federated learningknowledge graphtemporal transformersepsis predictionICUprivacy‑preserving
17/03 06:00 arxiv.org

Federated Personal Knowledge Graph Completion with Lightweight Large Language Models for Personalized Recommendations

federated learningpersonal knowledge graphlightweight LLMprivacy‑preserving recommendationKahneman‑Tversky optimizationdecentralized AI
17/03 06:00 arxiv.org

Federated Personal Knowledge Graph Completion with Lightweight Large Language Models for Personalized Recommendations

federated learningpersonal knowledge graphlightweight LLMprivacy‑preserving recommendationKahneman‑Tversky optimizationdecentralized AI
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