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Federated learning
Explainable Federated Learning for Taxi Travel Time Prediction
Exploiting Shared Representations for Personalized Federated Learning
Architectural Patterns for the Design of Federated Learning Systems
A Survey on Federated Learning and Its Applications for Accelerating Industrial Internet of Things
A Federated Learning Framework for On-Device Anomaly Data Detection
Selective Federated Transfer Learning Using Representation Similarity
ASSIST-Iot Technical Report #2
Efficient and Less Centralized Federated Learning
Fedcv: a Federated Learning Framework for Diverse Computer Vision Tasks
Federated Learning: Opportunities and Challenges
Federated Composite Optimization
Advances and Open Problems in Federated Learning
Federated Learning: Principles, Techniques and Emerging Frontiers AAAI Workshop of Privacy Preserving Artificial Intelligence (PPAI-21)
An Efficient Framework for Clustered Federated Learning
Internet Traffic Classification with Federated Learning
Federated Compressed Learning Edge Computing Framework with Ensuring Data Privacy for PM2.5 Prediction in Smart City Sensing Applications
Federated Learning
Privacy Leakage of Real-World Vertical Federated Learning
Top View
Boosting the Convergence of Federated Learning Via Cluster-Cycling
Federated Learning in the Lens of Crowdsourcing
Federated Learning Over Wireless Networks: Optimization Model Design and Analysis
Simple, Efficient and Convenient Decentralized Multi-Task Learning for Neural Networks
Opportunistic Federated Learning: an Exploration of Egocentric Collaboration for Pervasive Computing Applications
Safelearn: Secure Aggregation for Private Federated Learning (Full Version)?
Simulating Federated Learning for Smartphone Based Indoor Localisation Litian Li University of Twente P.O
Federated Accelerated Stochastic Gradient Descent
RSA: Byzantine-Robust Stochastic Aggregation Methods for Distributed Learning from Heterogeneous Datasets
Communication-Efficient Federated Learning with Adaptive Parameter
Fedmed: a Federated Learning Framework for Language Modeling
Open-Source Federated Learning Frameworks for Iot: a Comparative Review and Analysis
A Hybrid Approach to Privacy-Preserving Federated Learning
Agnostic Federated Learning
Evaluating Federated Learning for Human Activity Recognition Sannara Ek, François Portet, Philippe Lalanda, German Eduardo Vega Baez
Federated Learning with Spiking Neural Networks
Federated Learning in Smart City Sensing: Challenges and Opportunities
Fedair: Towards Multi-Hop Federated Learning Over-The-Air