#federated_learning search results

Federated Learning for IoMT-Enhanced Human Activity Recognition with Hybrid LSTM-GRU Networks mdpi.com/1424-8220/25/3… #federated_learning #HAR

FLDQN: Cooperative Multi-Agent Federated Reinforcement Learning for Solving Travel Time Minimization Problems in Dynamic Environments Using SUMO Simulation mdpi.com/1424-8220/25/3… #federated_learning #deep_reinforcement_learning

Read #NewPaper "Framework for Addressing Imbalanced Data in Aviation with Federated Learning" from Igor Kabashkin. See more details at: mdpi.com/2078-2489/16/2… #imbalanced_data #federated_learning #aviation_safety @ComSciMath_Mdpi

Read #Paper "Real-World Implementation and Performance Analysis of Distributed Learning Frameworks for 6G IoT Applications" by David Naseh, Mahdi Abdollahpour, and Daniele Tarchi. See more at: mdpi.com/2078-2489/15/4… #federated_learning #virtual_machines @ComSciMath_Mdpi

A Fair Contribution Measurement Method for Federated Learning mdpi.com/1424-8220/24/1… #federated_learning #Shapley_value

Multi-Objective Distributed Client Selection in Federated Learning-Assisted Internet of Vehicles mdpi.com/1424-8220/24/1… #federated_learning #internet_of_vehicles

🔬 Excited to share the publication "A Privacy-Preserving Approach to Effectively Utilize Distributed Data for Malaria Image Detection"👉 mdpi.com/2306-5354/11/4… #malaria_images #machine_learning #federated_learning #privacy_preserving #medical_image_detection

Honored that our paper #Privacy-Aware #Federated_Learning Framework for IoT #Security Using Chameleon Swarm Optimization and Self-Attentive Variational Autoencoder” has been published and u can access, doi.org/10.32604/cmes.…

Transfer Learning, Fine-tuning, Multitask Learning and #Federated_Learning #InfoSec #security #hacking #privacy #technology #business #cyber #hacker

📜 Paper Recommendation Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios Check this new publication here! mdpi.com/2504-2289/9/2/… #synthetic_datag_eneration  #federated_learning #medical_data #data_scarcity

Does federated learning work in real-world heterogeneous environments? In our latest paper we conduct a thorough analysis of different distributed learning algorithms on real edge devices dl.acm.org/doi/10.1145/37… #federated_learning #ubicomp

uncompleted introduction to Federated Learning and bees 🐝🍯 #FL #Federated_Learning kareemai.com/blog/posts/fl/…

🚨 Call for Workshop Papers - FedKDD at #KDD2024 🚨 Submit your work to the International Joint Workshop on Federated Learning for Data Mining and Graph Analytics (FedKDD)! 📆 May 28 #federated_learning @hjy836 fedkdd.github.io/calls

Our FedBed paper about testing #Federated_Learning deployments is featured on @TheOfficialACM @GrowKudos showcase growkudos.com/publications/1…

#highlycitedpaper Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data mdpi.com/1424-8220/21/4… @UniversityKorea @AjouUniv #federated_learning #smart_IoT_sensor #big_data #optimization #scheduling

#highlycitedpaper FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs mdpi.com/1424-8220/21/2… @CAU_News #particle_swarm_optimization #federated_learning #aggregation #convolutional_neural_network #CNN

We are delighted to announce that we are proud supporters of @DataFestTbilisi this year! 😊🎉 Don't miss Optio's fascinating workshop on #Federated_Learning, and be sure to attend our panel discussion "Using Data & AI Ethically in Business" 📢

The first work designs a distributed #differential_privacy #federated_learning framework that is highly efficient and resilient to client dropout. It handles client dropout in realistic FL scenarios, achieving optimal privacy-utility tradeoff and accelerating training by 2.4x.

This paper shows the application of #Federated_learning in a real world scenario: arxiv.org/abs/2009.01871 #RadAIchat

I think #Federated_learning will lessen statistical and conceptual reproducibility by increasing the model's generalizability! #RadAIchat

#federated_learning WS@#NeurIPS2019 FL vs. MAML. Cool insghit

Federated Learning for IoMT-Enhanced Human Activity Recognition with Hybrid LSTM-GRU Networks mdpi.com/1424-8220/25/3… #federated_learning #HAR

Read #NewPaper "Framework for Addressing Imbalanced Data in Aviation with Federated Learning" from Igor Kabashkin. See more details at: mdpi.com/2078-2489/16/2… #imbalanced_data #federated_learning #aviation_safety @ComSciMath_Mdpi

Read #Paper "Real-World Implementation and Performance Analysis of Distributed Learning Frameworks for 6G IoT Applications" by David Naseh, Mahdi Abdollahpour, and Daniele Tarchi. See more at: mdpi.com/2078-2489/15/4… #federated_learning #virtual_machines @ComSciMath_Mdpi

FLDQN: Cooperative Multi-Agent Federated Reinforcement Learning for Solving Travel Time Minimization Problems in Dynamic Environments Using SUMO Simulation mdpi.com/1424-8220/25/3… #federated_learning #deep_reinforcement_learning

World is generating tremendous data that can help build super-advanced AI technologies. This development is struggling with the biggest concern: DATA PRIVACY. However, we have some potential solutions; FEDERATED LEARNING is one of them.💥💥 (3/9) #federated_learning

How to add personalization to #Federated_Learning (FL) with heterogeneous distributions? Turns out #Meta_Learning can help! Check our new work on personalized FL formulation + a provably convergent algorithm! Joint work with @AryanMokhtari and Asu Ozdaglar arxiv.org/abs/2002.07948

But what does federated learning mean? 🤔🧐 Federated learning is a machine learning technique that allows multiple devices to collaborate on training a model without sharing their data with a central server. (4/9) #federated_learning #FL #architecture

What’s in the TensorFlow Federated(TFF) box? dlvr.it/Rs2z3b #federated_learning #research #tensorflow #python

الحل المقترح هو استخدام (#Federated_Learning) أو التعلم الاتحادي/التعاوني التعلم الاتحادي يعني أن بيانات المرضى تبقى في كل مؤسسة بشكل منفصل ويتم مشاركة نتائج تدريب النماذج فقط مع النموذج المركزي، لبناء نموذج موحد ذو أداء يفوق أداء النماذج الفرعية متفرقة.

Join us today at #NeurIPS2020 poster session 4 to chat about our recent work on achieving personalization in #Federated_Learning using a #Meta_Learning approach! When? Today (Wednesday), 12pm-2pm EST! Where? Town B4, spot A2! Joint work with @AryanMokhtari and Asu Ozdaglar.

🔬 Excited to share the publication "A Privacy-Preserving Approach to Effectively Utilize Distributed Data for Malaria Image Detection"👉 mdpi.com/2306-5354/11/4… #malaria_images #machine_learning #federated_learning #privacy_preserving #medical_image_detection

A Fair Contribution Measurement Method for Federated Learning mdpi.com/1424-8220/24/1… #federated_learning #Shapley_value

Multi-Objective Distributed Client Selection in Federated Learning-Assisted Internet of Vehicles mdpi.com/1424-8220/24/1… #federated_learning #internet_of_vehicles

#highlycitedpaper FedPSO: Federated Learning Using Particle Swarm Optimization to Reduce Communication Costs mdpi.com/1424-8220/21/2… @CAU_News #particle_swarm_optimization #federated_learning #aggregation #convolutional_neural_network #CNN

Transfer Learning, Fine-tuning, Multitask Learning and #Federated_Learning #InfoSec #security #hacking #privacy #technology #business #cyber #hacker

#highlycitedpaper Large-Scale Water Quality Prediction Using Federated Sensing and Learning: A Case Study with Real-World Sensing Big-Data mdpi.com/1424-8220/21/4… @UniversityKorea @AjouUniv #federated_learning #smart_IoT_sensor #big_data #optimization #scheduling

📜 Paper Recommendation Improving Synthetic Data Generation Through Federated Learning in Scarce and Heterogeneous Data Scenarios Check this new publication here! mdpi.com/2504-2289/9/2/… #synthetic_datag_eneration  #federated_learning #medical_data #data_scarcity

Special Issue on Federated and Transfer Learning Applications from Applied Sciences journal (deadline 30 Sept. 2022): mdpi.com/journal/applsc… #Federated_Learning #Transfer_Learning #Applied_Sciences @Applsci @pefraimi @avi_arampatzis

"Operating at an unprecedented scale, the platform trained models on billions of industrial experimental datapoints documenting the behavior of more than 20 million chemical small molecules in over 40,000 biological assays." #federated_learning