#FederatedLearning
September 24, 2026 at 10:20 PM
A fabulous paper by @ludovico-rella.bsky.social refocusing critical attention on edge AI & the materialities of edge devices. #FederatedLearning #FeatureSpace
After a shamefully long (entirely my fault) review process, finally out in the world "What the Edge Tells the Cloud: Decentralized Geographies of AI" t.co/N8bLysoCIr Our focus on AI has been on algorithms that are mostly cloud-based and taken as a self-enclosed computational unit.
https://link.springer.com/article/10.1007/s00146-026-03169-5
t.co
July 7, 2026 at 5:22 PM
August 1, 2025 at 3:15 AM
PW FedAvg, a new method by UPM researchers, improves treatment effect estimation in federated healthcare settings with imbalanced treatment distributions. It reduces causal inference errors where traditional FL methods fall short.

👉 synthema.eu/publications/

#SYNTHEMA #FederatedLearning
December 11, 2025 at 8:40 AM
April 30, 2025 at 6:26 PM
October 5, 2025 at 11:15 PM
August 2, 2025 at 3:15 AM
✨ ELIXIR features in both life science projects selected in the second oscarsproject.bsky.social open call 👉 https://loom.ly/T0DHrV8

🔬 MultiCellML-TDR - #FAIRness of computational models
🩺 FLEX4HEALTH - #federatedlearning across sensitive health datasets
February 2, 2026 at 9:30 AM
Federated learning framework across multiple clients for #MRI prostate cancer detection https://doi.org/10.1148/ryai.240485 @rug.nl @nkinl.bsky.social #cancer #FederatedLearning #MachineLearning
November 8, 2025 at 11:15 AM
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #privacy #FederatedLearning #ML
January 10, 2026 at 7:15 PM
October 29, 2025 at 7:15 AM
Hybrid quantum-classical federated learning achieves 87.57% accuracy using only 12 trainable parameters versus 1,002+ for classical alternatives, enabling privacy-preserving multi-party ML without centralizing raw data.

#QuantumMachineLearning #FederatedLearning #Research
Federating Quantum and Classical Computing: A Privacy-Preserving Hybrid Approach
iq.fp2.dev
September 23, 2026 at 2:33 PM
Decentralized AI in Healthcare!

Privacy-preserving, equitable, resilient. From federated learning to #blockchain governance—hybrid models are the #future

www.linkedin.com/posts/kumli_...

#healthcare #HealthTech #ai #federatedlearning
January 8, 2026 at 8:20 AM
Federated learning, synthetic data generation, de-identification and more! A new review on imaging data preparation for AI https://doi.org/10.1148/ryai.250273 #FederatedLearning #AI #MachineLearning
November 29, 2025 at 11:15 AM
New Special Report! Methods for preparing imaging data for AI while protecting privacy https://doi.org/10.1148/ryai.250273 #FederatedLearning #deID #ML
January 13, 2026 at 11:15 PM
Phi-4 (14B) now beats Llama-3.3-70B on code, and MiniMax M2.5 matches Claude Opus on SWE-bench. Small open models are closing the gap fast. Roger Federated finetunes one locally via QLoRA REINFORCE++, then contributes only encrypted deltas. #opensource #selfhosted #federatedlearning
July 17, 2026 at 8:26 PM
The #PrivacySky feed will surface posts with these terms: #dataprotection, #personaldata, #PII, #PHI, #privacylaw, #privacyengineering, #privacyops, #privacyengineer, #CCPA, #GDPR, #federatedlearning, #shiftingprivacyleft, privacy-preserving, privacy-aware, #DPIA, #PbD, plus some others
November 27, 2024 at 11:26 PM
Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #privacy #uncertainty
May 27, 2025 at 11:15 AM
Privacy-preserving Federated Learning and Uncertainty Quantification in Medical Imaging https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #DeepLearning #uncertainty
July 7, 2025 at 3:15 AM
Comprehensive overview of federated learning, privacy-preserving federated learning & uncertainty quantification in federated learning https://doi.org/10.1148/ryai.240637 @moffittnews.bsky.social #FederatedLearning #MachineLearning #UQ
July 5, 2025 at 3:15 AM