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Federated Learning

Papers archive 2025-07-28

archive papers tagged: 6,771 · with a code link: 1,815 · where Syntology ran a sample: 457 (380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (457 of 6,771 tagged: 380 with a run with no instrument failure, 77 where every run was a failure of Syntology's instrument)

Page 62 of 68: papers 6,101 to 6,200 of 6,771, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Federated Learning for Internet of Things: A Comprehensive Survey
  16 Apr 2021 0 repositories listed
• On the Importance of Trust in Next-Generation Networked CPS Systems: An AI Perspective
  16 Apr 2021 0 repositories listed
• D-Cliques: Compensating for Data Heterogeneity with Topology in Decentralized Federated Learning
  15 Apr 2021 0 repositories listed
• Efficient Ring-topology Decentralized Federated Learning with Deep Generative Models for Industrial Artificial Intelligent
  15 Apr 2021 0 repositories listed
• FedSAE: A Novel Self-Adaptive Federated Learning Framework in Heterogeneous Systems
  15 Apr 2021 0 repositories listed
• Personalized Semi-Supervised Federated Learning for Human Activity Recognition
  15 Apr 2021 0 repositories listed
• Decentralized Federated Learning for UAV Networks: Architecture, Challenges, and Opportunities
  15 Apr 2021 0 repositories listed
• Federated Generalized Face Presentation Attack Detection
  14 Apr 2021 0 repositories listed
• Federated Learning-based Active Authentication on Mobile Devices
  14 Apr 2021 0 repositories listed
• Resource Rationing for Wireless Federated Learning: Concept, Benefits, and Challenges
  14 Apr 2021 0 repositories listed
• The Role of Cross-Silo Federated Learning in Facilitating Data Sharing in the Agri-Food Sector
  14 Apr 2021 0 repositories listed
• Towards Causal Federated Learning For Enhanced Robustness and Privacy
  14 Apr 2021 0 repositories listed
• FL-AGCNS: Federated Learning Framework for Automatic Graph Convolutional Network Search
  9 Apr 2021 0 repositories listed
• Bayesian Variational Federated Learning and Unlearning in Decentralized Networks
  8 Apr 2021 0 repositories listed
• Joint Optimization of Communications and Federated Learning Over the Air
  8 Apr 2021 0 repositories listed
• Empowering Prosumer Communities in Smart Grid with Wireless Communications and Federated Edge Learning
  7 Apr 2021 0 repositories listed
• FedFace: Collaborative Learning of Face Recognition Model
  7 Apr 2021 0 repositories listed
• On-device Federated Learning with Flower
  7 Apr 2021 0 repositories listed
• Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization
  6 Apr 2021 0 repositories listed
• Communication-Efficient Agnostic Federated Averaging
  6 Apr 2021 0 repositories listed
• Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
  5 Apr 2021 0 repositories listed
• FedPandemic: A Cross-Device Federated Learning Approach Towards Elementary Prognosis of Diseases During a Pandemic
  5 Apr 2021 0 repositories listed
• A Federated Learning Framework for Non-Intrusive Load Monitoring
  4 Apr 2021 0 repositories listed
• Fast-adapting and Privacy-preserving Federated Recommender System
  2 Apr 2021 0 repositories listed
• Federated Double Deep Q-learning for Joint Delay and Energy Minimization in IoT networks
  2 Apr 2021 0 repositories listed
• Decentralized and Model-Free Federated Learning: Consensus-Based Distillation in Function Space
  1 Apr 2021 0 repositories listed
• Federated Few-Shot Learning with Adversarial Learning
  1 Apr 2021 0 repositories listed
• On the Convergence Time of Federated Learning Over Wireless Networks Under Imperfect CSI
  1 Apr 2021 0 repositories listed
• Delay Analysis of Wireless Federated Learning Based on Saddle Point Approximation and Large Deviation Theory
  31 Mar 2021 0 repositories listed
• Federated Learning: A Signal Processing Perspective
  31 Mar 2021 0 repositories listed
• 1-Bit Compressive Sensing for Efficient Federated Learning Over the Air
  30 Mar 2021 0 repositories listed
• Certifiably-Robust Federated Adversarial Learning via Randomized Smoothing
  30 Mar 2021 0 repositories listed
• User profile-driven large-scale multi-agent learning from demonstration in federated human-robot collaborative environments
  30 Mar 2021 0 repositories listed
• Hierarchical Federated Learning with Quantization: Convergence Analysis and System Design
  26 Mar 2021 0 repositories listed
• Prior-Independent Auctions for the Demand Side of Federated Learning
  26 Mar 2021 0 repositories listed
• FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning
  24 Mar 2021 0 repositories listed
• Opportunistic Federated Learning: An Exploration of Egocentric Collaboration for Pervasive Computing Applications
  24 Mar 2021 0 repositories listed
• The Gradient Convergence Bound of Federated Multi-Agent Reinforcement Learning with Efficient Communication
  24 Mar 2021 0 repositories listed
• A Federated Learning Framework for Smart Grids: Securing Power Traces in Collaborative Learning
  22 Mar 2021 0 repositories listed
• Federated Quantum Machine Learning
  22 Mar 2021 0 repositories listed
• Real-time End-to-End Federated Learning: An Automotive Case Study
  22 Mar 2021 0 repositories listed
• Server Averaging for Federated Learning
  22 Mar 2021 0 repositories listed
• Demystifying the Effects of Non-Independence in Federated Learning
  20 Mar 2021 0 repositories listed
• UAV Communications for Sustainable Federated Learning
  20 Mar 2021 0 repositories listed
• Escaping Saddle Points in Distributed Newton's Method with Communication Efficiency and Byzantine Resilience
  17 Mar 2021 0 repositories listed
• Sample-based Federated Learning via Mini-batch SSCA
  17 Mar 2021 0 repositories listed
• Quantum federated learning through blind quantum computing
  15 Mar 2021 0 repositories listed
• Simeon -- Secure Federated Machine Learning Through Iterative Filtering
  13 Mar 2021 0 repositories listed
• Auction Based Clustered Federated Learning in Mobile Edge Computing System
  12 Mar 2021 0 repositories listed
• Private Cross-Silo Federated Learning for Extracting Vaccine Adverse Event Mentions
  12 Mar 2021 0 repositories listed
• SCEI: A Smart-Contract Driven Edge Intelligence Framework for IoT Systems
  12 Mar 2021 0 repositories listed
• Federated Functional Gradient Boosting
  11 Mar 2021 0 repositories listed
• Convergence and Accuracy Trade-Offs in Federated Learning and Meta-Learning
  8 Mar 2021 0 repositories listed
• Provably Efficient Cooperative Multi-Agent Reinforcement Learning with Function Approximation
  8 Mar 2021 0 repositories listed
• Linear Regression over Networks with Communication Guarantees
  6 Mar 2021 0 repositories listed
• FedDis: Disentangled Federated Learning for Unsupervised Brain Pathology Segmentation
  5 Mar 2021 0 repositories listed
• FedV: Privacy-Preserving Federated Learning over Vertically Partitioned Data
  5 Mar 2021 0 repositories listed
• Optimization of User Selection and Bandwidth Allocation for Federated Learning in VLC/RF Systems
  5 Mar 2021 0 repositories listed
• A Theorem of the Alternative for Personalized Federated Learning
  2 Mar 2021 0 repositories listed
• Adaptive Transmission Scheduling in Wireless Networks for Asynchronous Federated Learning
  2 Mar 2021 0 repositories listed
• ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computation
  2 Mar 2021 0 repositories listed
• Adversarial training in communication constrained federated learning
  1 Mar 2021 0 repositories listed
• Blockchain-Based Federated Learning in Mobile Edge Networks with Application in Internet of Vehicles
  1 Mar 2021 0 repositories listed
• Federated Learning without Revealing the Decision Boundaries
  1 Mar 2021 0 repositories listed
• FedPower: Privacy-Preserving Distributed Eigenspace Estimation
  1 Mar 2021 0 repositories listed
• Secure Bilevel Asynchronous Vertical Federated Learning with Backward Updating
  1 Mar 2021 0 repositories listed
• Towards Personalized Federated Learning
  1 Mar 2021 0 repositories listed
• Constrained Differentially Private Federated Learning for Low-bandwidth Devices
  27 Feb 2021 0 repositories listed
• Cybersecurity Threats in Connected and Automated Vehicles based Federated Learning Systems
  26 Feb 2021 0 repositories listed
• Efficient Client Contribution Evaluation for Horizontal Federated Learning
  26 Feb 2021 0 repositories listed
• Blockchained Federated Learning for Threat Defense
  25 Feb 2021 0 repositories listed
• Distributed Online Learning with Multiple Kernels
  25 Feb 2021 0 repositories listed
• Emerging Trends in Federated Learning: From Model Fusion to Federated X Learning
  25 Feb 2021 0 repositories listed
• A Quantitative Metric for Privacy Leakage in Federated Learning
  24 Feb 2021 0 repositories listed
• Federated Learning for Physical Layer Design
  23 Feb 2021 0 repositories listed
• QuPeL: Quantized Personalization with Applications to Federated Learning
  23 Feb 2021 0 repositories listed
• Clustering Algorithm to Detect Adversaries in Federated Learning
  22 Feb 2021 0 repositories listed
• Multiple Kernel-Based Online Federated Learning
  22 Feb 2021 0 repositories listed
• Sustainable Federated Learning
  22 Feb 2021 0 repositories listed
• When Crowdsensing Meets Federated Learning: Privacy-Preserving Mobile Crowdsensing System
  20 Feb 2021 0 repositories listed
• Efficient Reinforcement Learning in Resource Allocation Problems Through Permutation Invariant Multi-task Learning
  18 Feb 2021 0 repositories listed
• DESED-FL and URBAN-FL: Federated Learning Datasets for Sound Event Detection
  17 Feb 2021 0 repositories listed
• Federated Evaluation and Tuning for On-Device Personalization: System Design & Applications
  16 Feb 2021 0 repositories listed
• Federated Learning over Wireless Networks: A Band-limited Coordinated Descent Approach
  16 Feb 2021 0 repositories listed
• Scaling Neuroscience Research using Federated Learning
  16 Feb 2021 0 repositories listed
• A first look into the carbon footprint of federated learning
  15 Feb 2021 0 repositories listed
• Federated Dropout Learning for Hybrid Beamforming With Spatial Path Index Modulation In Multi-User mmWave-MIMO Systems
  15 Feb 2021 0 repositories listed
• On the Impact of Device and Behavioral Heterogeneity in Federated Learning
  15 Feb 2021 0 repositories listed
• Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients
  14 Feb 2021 0 repositories listed
• Stragglers Are Not Disaster: A Hybrid Federated Learning Algorithm with Delayed Gradients
  12 Feb 2021 0 repositories listed
• A Metamodel and Framework for Artificial General Intelligence From Theory to Practice
  11 Feb 2021 0 repositories listed
• Privacy-Preserving Self-Taught Federated Learning for Heterogeneous Data
  11 Feb 2021 0 repositories listed
• FLOP: Federated Learning on Medical Datasets using Partial Networks
  10 Feb 2021 0 repositories listed
• Meta Federated Learning
  10 Feb 2021 0 repositories listed
• Federated Learning with Local Differential Privacy: Trade-offs between Privacy, Utility, and Communication
  9 Feb 2021 0 repositories listed
• FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation
  9 Feb 2021 0 repositories listed
• Security and Privacy for Artificial Intelligence: Opportunities and Challenges
  9 Feb 2021 0 repositories listed
• Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning
  8 Feb 2021 0 repositories listed
• Coordinating Momenta for Cross-silo Federated Learning
  8 Feb 2021 0 repositories listed
• Multi-Tier Federated Learning for Vertically Partitioned Data
  6 Feb 2021 0 repositories listed