https://cluster-site.onrender.com/tags/federated/ Recent content in Federated on Tenu Tech Brief Hugo -- 0.146.0 en-us Thu, 26 Feb 2026 06:03:06 +0000 https://cluster-site.onrender.com/posts/energy-efficient-federated-learning-with-hyperdimensional-computing-over-wireless-communication-networks/ Thu, 26 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/energy-efficient-federated-learning-with-hyperdimensional-computing-over-wireless-communication-networks/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 25 Feb 2026] Title:Energy Efficient Federated Learning with Hyperdimensional Computing over Wireless https://cluster-site.onrender.com/posts/a-survey-on-federated-fine-tuning-of-large-language-models/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/a-survey-on-federated-fine-tuning-of-large-language-models/ • Computer Science > Machine Learning [Submitted on 15 Mar 2025 (v1), last revised 24 Feb 2026 (this version, v3)] Title:A Survey on Federated Fine-tuning of Large Language Models https://cluster-site.onrender.com/posts/fedavg-based-ctmc-hazard-model-for-federated-bridge-deterioration-assessment/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/fedavg-based-ctmc-hazard-model-for-federated-bridge-deterioration-assessment/ • Computer Science > Machine Learning [Submitted on 22 Feb 2026] Title:FedAvg-Based CTMC Hazard Model for Federated Bridge Deterioration Assessment View PDF HTML (experimental)Abst https://cluster-site.onrender.com/posts/heterogeneity-aware-client-selection-methodology-for-efficient-federated-learning/ Wed, 25 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/heterogeneity-aware-client-selection-methodology-for-efficient-federated-learning/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 24 Feb 2026] Title:Heterogeneity-Aware Client Selection Methodology For Efficient Federated Learning https://cluster-site.onrender.com/posts/logs-management-evolved-introducing-federated-logs-and-no-code-parsing/ Tue, 24 Feb 2026 12:00:00 +0000 https://cluster-site.onrender.com/posts/logs-management-evolved-introducing-federated-logs-and-no-code-parsing/ • When a production incident hits, the first question is almost always: what do the logs say? • Too often, however, you can’t query those logs because they are in remote, local sto https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ Tue, 24 Feb 2026 00:35:28 +0000 https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ • Abstract Optimizing molecular resource utilization for molecular discovery requires collaborative efforts across research institutions and organizations to accelerate progress. • https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ Sun, 22 Feb 2026 00:35:41 +0000 https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ • Abstract Optimizing molecular resource utilization for molecular discovery requires collaborative efforts across research institutions and organizations to accelerate progress. • https://cluster-site.onrender.com/posts/catastrophic-forgetting-resilient-one-shot-incremental-federated-learning/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/catastrophic-forgetting-resilient-one-shot-incremental-federated-learning/ • Computer Science > Machine Learning [Submitted on 19 Feb 2026] Title:Catastrophic Forgetting Resilient One-Shot Incremental Federated Learning View PDF HTML (experimental)Abstrac https://cluster-site.onrender.com/posts/guarding-the-middle-protecting-intermediate-representations-in-federated-split-learning/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/guarding-the-middle-protecting-intermediate-representations-in-federated-split-learning/ • Computer Science > Machine Learning [Submitted on 19 Feb 2026] Title:Guarding the Middle: Protecting Intermediate Representations in Federated Split Learning View PDF HTML (exper https://cluster-site.onrender.com/posts/heterogeneous-federated-fine-tuning-with-parallel-one-rank-adaptation/ Fri, 20 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/heterogeneous-federated-fine-tuning-with-parallel-one-rank-adaptation/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 18 Feb 2026] Title:Heterogeneous Federated Fine-Tuning with Parallel One-Rank Adaptation View PDF HT https://cluster-site.onrender.com/posts/adaptive-rank-allocation-for-federated-parameter-efficient-fine-tuning-of-language-models/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/adaptive-rank-allocation-for-federated-parameter-efficient-fine-tuning-of-language-models/ • Computer Science > Distributed, Parallel, and Cluster Computing [Submitted on 24 Jan 2025 (v1), last revised 18 Feb 2026 (this version, v4)] Title:Adaptive Rank Allocation for Fe https://cluster-site.onrender.com/posts/high-fidelity-network-management-for-federated-ai-as-a-service-cross-domain-orchestration/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/high-fidelity-network-management-for-federated-ai-as-a-service-cross-domain-orchestration/ • Computer Science > Networking and Internet Architecture [Submitted on 17 Feb 2026 (v1), last revised 18 Feb 2026 (this version, v2)] Title:High-Fidelity Network Management for Fe https://cluster-site.onrender.com/posts/srfed-mitigating-poisoning-attacks-in-privacy-preserving-federated-learning-with-heterogeneous-data/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/srfed-mitigating-poisoning-attacks-in-privacy-preserving-federated-learning-with-heterogeneous-data/ • Computer Science > Cryptography and Security [Submitted on 18 Feb 2026] Title:SRFed: Mitigating Poisoning Attacks in Privacy-Preserving Federated Learning with Heterogeneous Data https://cluster-site.onrender.com/posts/verifiablefl-verifiable-claims-for-federated-learning-using-exclaves/ Thu, 19 Feb 2026 05:00:00 +0000 https://cluster-site.onrender.com/posts/verifiablefl-verifiable-claims-for-federated-learning-using-exclaves/ • Computer Science > Cryptography and Security [Submitted on 13 Dec 2024 (v1), last revised 17 Feb 2026 (this version, v4)] Title:VerifiableFL: Verifiable Claims for Federated Lear https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ Thu, 19 Feb 2026 01:48:32 +0000 https://cluster-site.onrender.com/posts/a-federated-graph-learning-method-to-realize-multi-party-collaboration-for-molecular-discovery/ • Abstract Optimizing molecular resource utilization for molecular discovery requires collaborative efforts across research institutions and organizations to accelerate progress. • https://cluster-site.onrender.com/posts/faster-rates-for-federated-variational-inequalities/ Fri, 13 Feb 2026 00:00:00 +0000 https://cluster-site.onrender.com/posts/faster-rates-for-federated-variational-inequalities/ • Faster Rates For Federated Variational Inequalities Faster Rates For Federated Variational Inequalities AuthorsGuanghui Wangâ , Satyen Kale View publication Copy Bibtex In this