#federatedlearning نتائج البحث
Federated learning, synthetic data generation, de-identification and more! A new review on imaging data preparation for AI #FederatedLearning #AI #MachineLearning pubs.rsna.org/doi/10.1148/ry…
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
Not all “AI” is the same. T-RIZE Labs is doing government-backed federated learning research (>$3M) so institutions can analyze data without exposing it. That’s real privacy and sovereign infra in the making. Follow @trize_io for updates. @trize_io | #TRizer #FederatedLearning
CAIA is thrilled to unveil the FIRST collaborative AI platform for cancer research! This secure, scalable, multi-cloud platform is powered by federated learning and aims to accelerate cancer discovery. Read our announcement: canceralliance.ai/blog/caia-fede… #caia #ai #federatedlearning
🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒 MEMO is implementing #FederatedLearning technology. Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!
Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A 🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual Theme: Privacy-Preserving AI in Health Systems 🔗 Register: who.zoom.us/webinar/regist… #ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy
New federated learning framework shows scalable, privacy‑preserving AI training across mixed HPC and cloud hardware — crucial for decentralized, real‑world AI systems. 2025‑11‑29 #FederatedLearning #CloudAI #DistributedML arxiv.org/abs/2511.19479
A survey explores how federated learning enables privacy-preserving collaboration for rare disease detection. 📖Read more: oaepublish.com/articles/rdodj… #RareDisease #AI #FederatedLearning #MedicalAI
Here we describe improved algorithms for fine-tuning LLMs with user-level differential privacy (a method often employed in #FederatedLearning to privately train models across distributed devices) in the more flexible datacenter training environment. → goo.gle/3Sj6GKg
フェデレーテッドラーニングで共同学習📚 実は数年前からあった学習法。 でも今、プライバシーや分散型の時代背景にぴたりと合ってきている。 データは外に出さず、モデルだけが成長していく仕組み。 AIの進化が、私たちの未来の感性に寄り添い始めています✨ #FederatedLearning #プライバシー…
🔗 Quantum neural networks meet federated learning for DNA mutation prediction. DOI: doi.org/10.1016/j.csbj… 📚 CSBJ Quantum Biology & Biophotonics: csbj.org/qbio #Genomics #QuantumBiology #FederatedLearning #PrecisionMedicine #AI #QNN #DNA @CSB_Journal
Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning
Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata. #IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS
Big news: the Cancer AI Alliance has launched a federated learning + AI-agent platform so multiple cancer centers can ask plain-language questions of data without sharing raw patient info. #AI #CancerResearch #FederatedLearning #HealthTech techtarget.com/healthtechanal…
Federated Learning with @zk_agi: Your data NEVER leaves your device ✅ Multiple users train together ✅ No raw data shared ✅ ZK proofs verify correctness ✅ Group intelligence without compromising confidentiality. This is the future of ML. 🔐 #FederatedLearning #PrivateML
Good and positive points in @zk_agi 1. Human-centered and soothing vision 2.Structural security (not promised) 3.Revolutionary zk-messenger technology 4. True Agent-to-Agent Collaboration 5.Enterprise-Ready Solution 6. Private Federated Learning 7.Emotional security and human
🤝💡 Call for Papers in @JSAN_MDPI's Special Issue! Federated Learning: Applications & Future Directions ✔️ Explore published papers ✔️ Contribute your research 🗓 Submission Deadline: 31 Dec 2025 🔗 brnw.ch/21wVIAu #FederatedLearning #AI #JSAN #MDPI #OpenAccess
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @SIIM_Tweets #CAIMI25 #AI #MachineLearning #radiology
Struggling to move your #FederatedLearning into production? Research teams & prospective consortia with private/sensitive data: We're offering partnership/pilot opportunities, infrastructure, & support to collaborate on Al without sharing data Flower compatible! Apply ↓
The recent incident of @openreviewnet leakage shows the need for data control. To minimize risks, data should be stored only on a need-to-know basis. In the case of model training, #FederatedLearning is a good way of storing and sharing only what's needed for training the model.
Federated Learning with @zk_agi: Your data NEVER leaves your device ✅ Multiple users train together ✅ No raw data shared ✅ ZK proofs verify correctness ✅ Group intelligence without compromising confidentiality. This is the future of ML. 🔐 #FederatedLearning #PrivateML
Good and positive points in @zk_agi 1. Human-centered and soothing vision 2.Structural security (not promised) 3.Revolutionary zk-messenger technology 4. True Agent-to-Agent Collaboration 5.Enterprise-Ready Solution 6. Private Federated Learning 7.Emotional security and human
New federated learning framework shows scalable, privacy‑preserving AI training across mixed HPC and cloud hardware — crucial for decentralized, real‑world AI systems. 2025‑11‑29 #FederatedLearning #CloudAI #DistributedML arxiv.org/abs/2511.19479
The recent incident of @openreviewnet leakage shows the need for data control. To minimize risks, data should be stored only on a need-to-know basis. In the case of model training, #FederatedLearning is a good way of storing and sharing only what's needed for training the model.
Federated learning, synthetic data generation, de-identification and more! A new review on imaging data preparation for AI #FederatedLearning #AI #MachineLearning pubs.rsna.org/doi/10.1148/ry…
Learn without sharing data! 🎓 Test @Pact_Swap's federated learning integrations. Your validation enables AI without data exposure. #FederatedLearning #PactSwapTestnet
Giouroukou et al. review imaging data preparation for AI use: methods for protecting patient privacy doi.org/10.1148/ryai.2… @Klonmich #privacy #FederatedLearning #deidentification
A Truthful and Reliable Incentive Mechanism for #Federated Learning Based on Reputation Mechanism and #Reverse Auction 🔗 Link to paper: mdpi.com/2079-9292/12/3… #FederatedLearning #IncentiveMechanism #ReputationSystem #ReverseAuction #MachineLearning #PrivacyPreservingAI
A new study in the Cureus Journal of Computer Science presents a federated learning platform that trains models locally while sharing only updates, addressing privacy, data heterogeneity and communication limits. Read: cureusjournals.com/articles/1061-… #FederatedLearning #DataPrivacy
🇨🇦 **Government-Backed AI Frontier** 📷 @trize_io Labs just unlocked >$3M from NSERC & Mitacs for federated learning breakthroughs – powering privacy-first, secure data collab without compromising sovereignty. @trize_io #TRizer #FederatedLearning
🌐 SEO in Federated Learning Train AI across decentralized data while staying privacy-compliant. Use anonymized insights, modular content, structured data & canonical tags to maintain visibility. #SEO #FederatedLearning #PrivacyFirst #AISEO
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
🚀 New Post: FL Done Right Master Federated Learning with expert insights and best practices.... 🔗 Read more: kubaik.github.io/fl-done-right #DevOps #MachineLearning #FederatedLearning #WebDev #AIforEdge
FedSaaS: Class-Consistency Federated Semantic Segmentation via Global Prototype Supervision and Local Adversarial Har... 👥 Xiaoyang Yu, Xiaoming Wu, Xin Wang et al. #FederatedLearning #SemanticSegmentation #AIResearch #DeepLearning #ComputerVision 🔗 trendtoknow.ai
🌐 SoraChain AI is transforming federated learning with EigenCompute's tech, tackling privacy and scalability challenges head-on! Discover how they’re paving the way for a more efficient future. #AI #FederatedLearning #SoraChain #EigenCompute #Innovation… ift.tt/cznS1kB
Apple's distributed learning prototypes proved that privacy can scale with performance. Quiet innovation, powerful impact. Thoughts? #AppleML #FederatedLearning #PrivacyByDesign #SmartTech
🧠 #AI Evolution, New Approach: Federated Learning Safeguards Your Privacy! 🔒 MEMO is implementing #FederatedLearning technology. Models learn within the #MEMO network, uploading only abstract parameter updates—raw data never leaves the network!
Federated learning, synthetic data generation, de-identification and more! A new review on imaging data preparation for AI #FederatedLearning #AI #MachineLearning pubs.rsna.org/doi/10.1148/ry…
ICCS presented FedGreed at IEEE FLTA25 (Dubrovnik, 2025) — a Byzantine-robust loss-based aggregation for Federated Learning. Achieves strong resilience to adversarial attacks and outperforms robust baselines under non-IID settings. #FLTA25 #FederatedLearning
🚀 SYNNQ Pulse is running Federated Learning on the @LUMIhpc 🇪🇺⚡️ We’re building the EURO STACK LLM — a sovereign, decentralized, HPC-powered foundation for Europe’s AI future. 🌍 The future of AI is federated, private & unstoppable. #FederatedLearning #LLM #HPC #LUMI #SYNNQ
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @SIIM_Tweets #CAIMI25 #AI #MachineLearning #radiology
Dr. Pravati Swain delivered an invited talk on "Federated Learning for Non-IID Data on 5G/6G" at @iiitbhubaneswar during the IEEE Day celebrations, in collaboration with IEEE WIE Bhubaneswar & IEEE GRSS Kolkata. #IEEE #FederatedLearning #5G #6G #IIITBhubaneswar #WIE #GRSS
#Statistics and #FederatedLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Stat-Federated
Join our next session in the Responsible AI in Healthcare series by @WHOSEARO × @KCDH_A 🗓 Nov 12 | 🕒 3–4 PM IST | 💻 Virtual Theme: Privacy-Preserving AI in Health Systems 🔗 Register: who.zoom.us/webinar/regist… #ResponsibleAI #AIforHealth #FederatedLearning #DataPrivacy
Not every hero wears a cape - some build privacy from the lab. T-RIZE Labs = innovation with protection. @trize_io #TRizer #AIprivacy #FederatedLearning
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @ESMRMB #ESMRMB25 #MRI #radiology
Federated Learning: La clave para desbloquear el valor de los datos en IA. 🔗 Descubre más aquí: eu1.hubs.ly/H0pwVbd0 #SherpaAI #FederatedLearning #Privacidad #IA #InteligenciaArtificial
With🌼flower.ai's Flower Datasets creating data partitions for #federatedlearning is just too easy. ➡️ pip install flwr-datasets flower.ai/docs/datasets 💡follow @flwrlabs for more!!
An Inferential Perspective on #FederatedLearning. #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Perspective-Fed
Exploring image augmentation's power in #FederatedLearning, an empirical analysis investigates its role in countering model inversion attacks. By diversifying training data, image transformations boost privacy protection, fortifying ML models against privacy breaches.…
Two papers accepted to #NeurIPS2024 #AIAlignment, #federatedlearning Kudos to the great team! Transfer Q*: arxiv.org/pdf/2405.20495 Fact or Fiction: arxiv.org/pdf/2405.13879
#FederatedLearning enhances #prostate cancer detection doi.org/10.1148/ryai.2… @MICCAI_Society #MICCAI2025 #imaging #AI #ComputerVision #MachineLearning
Heading to #ICML2024 @icmlconf to present our recent works related to #FederatedLearning and #Optimization Hoping to see many of you! Papers/posters 🧵👇
#FederatedLearning models for #MRI #prostate segmentation and #cancer detection doi.org/10.1148/ryai.2… @acm_bcb @TheOfficialACM #BCB2025 #informatics #AI #ACMBCB
Today, @arxiv publishes FedECA, our new algorithm scaling data access for external control arms (ECAs) thanks to #federatedlearning (FL). We show that combining FL with an ECA method called IPTW (inverse probability of treatment weighting) allows us to derive a treatment effect…
On Principled Local Optimization Methods for Federated Learning Honglin Yuan : arxiv.org/abs/2401.13216 #ArtificialIntelligence #DecentralizedAI #FederatedLearning
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