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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 60 of 68: papers 5,901 to 6,000 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.

• Cross-Silo Federated Learning for Multi-Tier Networks with Vertical and Horizontal Data Partitioning
  19 Aug 2021 0 repositories listed
• Multi-task Federated Learning for Heterogeneous Pancreas Segmentation
  19 Aug 2021 0 repositories listed
• Order Optimal Bounds for One-Shot Federated Learning over non-Convex Loss Functions
  19 Aug 2021 0 repositories listed
• Towards More Efficient Federated Learning with Better Optimization Objects
  19 Aug 2021 0 repositories listed
• Learning Federated Representations and Recommendations with Limited Negatives
  18 Aug 2021 0 repositories listed
• Practical and Secure Federated Recommendation with Personalized Masks
  18 Aug 2021 0 repositories listed
• Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT
  17 Aug 2021 0 repositories listed
• Federated Multi-Target Domain Adaptation
  17 Aug 2021 0 repositories listed
• A Novel Attribute Reconstruction Attack in Federated Learning
  16 Aug 2021 0 repositories listed
• Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning
  16 Aug 2021 0 repositories listed
• Blockchain-based Trustworthy Federated Learning Architecture
  16 Aug 2021 0 repositories listed
• Client Selection Approach in Support of Clustered Federated Learning over Wireless Edge Networks
  16 Aug 2021 0 repositories listed
• Federated Asymptotics: a model to compare federated learning algorithms
  16 Aug 2021 0 repositories listed
• FedChain: Chained Algorithms for Near-Optimal Communication Cost in Federated Learning
  16 Aug 2021 0 repositories listed
• Joint Optimization in Edge-Cloud Continuum for Federated Unsupervised Person Re-identification
  14 Aug 2021 0 repositories listed
• A Contract Theory based Incentive Mechanism for Federated Learning
  12 Aug 2021 0 repositories listed
• An Operator Splitting View of Federated Learning
  12 Aug 2021 0 repositories listed
• Communication Optimization in Large Scale Federated Learning using Autoencoder Compressed Weight Updates
  12 Aug 2021 0 repositories listed
• Dynamic Attention-based Communication-Efficient Federated Learning
  12 Aug 2021 0 repositories listed
• ABC-FL: Anomalous and Benign client Classification in Federated Learning
  10 Aug 2021 0 repositories listed
• FedPAGE: A Fast Local Stochastic Gradient Method for Communication-Efficient Federated Learning
  10 Aug 2021 0 repositories listed
• FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning
  8 Aug 2021 0 repositories listed
• Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption
  7 Aug 2021 0 repositories listed
• Fed-BEV: A Federated Learning Framework for Modelling Energy Consumption of Battery Electric Vehicles
  5 Aug 2021 0 repositories listed
• GIFAIR-FL: A Framework for Group and Individual Fairness in Federated Learning
  5 Aug 2021 0 repositories listed
• Multi-task Federated Edge Learning (MtFEEL) in Wireless Networks
  5 Aug 2021 0 repositories listed
• On Addressing Heterogeneity in Federated Learning for Autonomous Vehicles Connected to a Drone Orchestrator
  5 Aug 2021 0 repositories listed
• User Scheduling for Federated Learning Through Over-the-Air Computation
  5 Aug 2021 0 repositories listed
• Personalized Federated Learning with Clustering: Non-IID Heart Rate Variability Data Application
  4 Aug 2021 0 repositories listed
• Secure and Privacy-Preserving Federated Learning via Co-Utility
  4 Aug 2021 0 repositories listed
• Evaluating Federated Learning for Intrusion Detection in Internet of Things: Review and Challenges
  2 Aug 2021 0 repositories listed
• Information Stealing in Federated Learning Systems Based on Generative Adversarial Networks
  2 Aug 2021 0 repositories listed
• Distributed Learning for Time-varying Networks: A Scalable Design
  31 Jul 2021 0 repositories listed
• Decentralized Deep Learning for Multi-Access Edge Computing: A Survey on Communication Efficiency and Trustworthiness
  30 Jul 2021 0 repositories listed
• Private Retrieval, Computing and Learning: Recent Progress and Future Challenges
  30 Jul 2021 0 repositories listed
• Sensing and Mapping for Better Roads: Initial Plan for Using Federated Learning and Implementing a Digital Twin to Identify the Road Conditions in a Developing Country -- Sri Lanka
  30 Jul 2021 0 repositories listed
• HAFLO: GPU-Based Acceleration for Federated Logistic Regression
  29 Jul 2021 0 repositories listed
• QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning
  29 Jul 2021 0 repositories listed
• New Metrics to Evaluate the Performance and Fairness of Personalized Federated Learning
  28 Jul 2021 0 repositories listed
• A Payload Optimization Method for Federated Recommender Systems
  27 Jul 2021 0 repositories listed
• Federated Learning Meets Natural Language Processing: A Survey
  27 Jul 2021 0 repositories listed
• Towards Industrial Private AI: A two-tier framework for data and model security
  27 Jul 2021 0 repositories listed
• Accelerated Gradient Descent Learning over Multiple Access Fading Channels
  26 Jul 2021 0 repositories listed
• Aggregate or Not? Exploring Where to Privatize in DNN Based Federated Learning Under Different Non-IID Scenes
  26 Jul 2021 0 repositories listed
• LEGATO: A LayerwisE Gradient AggregaTiOn Algorithm for Mitigating Byzantine Attacks in Federated Learning
  26 Jul 2021 0 repositories listed
• Preliminary Steps Towards Federated Sentiment Classification
  26 Jul 2021 0 repositories listed
• Federated Learning with Fair Worker Selection: A Multi-Round Submodular Maximization Approach
  25 Jul 2021 0 repositories listed
• Communication Efficiency in Federated Learning: Achievements and Challenges
  23 Jul 2021 0 repositories listed
• Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning
  23 Jul 2021 0 repositories listed
• Federated Learning Versus Classical Machine Learning: A Convergence Comparison
  22 Jul 2021 0 repositories listed
• Defending against Reconstruction Attack in Vertical Federated Learning
  21 Jul 2021 0 repositories listed
• CANITA: Faster Rates for Distributed Convex Optimization with Communication Compression
  20 Jul 2021 0 repositories listed
• How Does Cell-Free Massive MIMO Support Multiple Federated Learning Groups?
  20 Jul 2021 0 repositories listed
• Precision-Weighted Federated Learning
  20 Jul 2021 0 repositories listed
• Responsible and Regulatory Conform Machine Learning for Medicine: A Survey of Challenges and Solutions
  20 Jul 2021 0 repositories listed
• Federated Learning using Smart Contracts on Blockchains, based on Reward Driven Approach
  19 Jul 2021 0 repositories listed
• Renyi Differential Privacy of the Subsampled Shuffle Model in Distributed Learning
  19 Jul 2021 0 repositories listed
• RingFed: Reducing Communication Costs in Federated Learning on Non-IID Data
  19 Jul 2021 0 repositories listed
• An Experimental Study of Data Heterogeneity in Federated Learning Methods for Medical Imaging
  18 Jul 2021 0 repositories listed
• Decentralized federated learning of deep neural networks on non-iid data
  18 Jul 2021 0 repositories listed
• Federated Action Recognition on Heterogeneous Embedded Devices
  18 Jul 2021 0 repositories listed
• RobustFed: A Truth Inference Approach for Robust Federated Learning
  18 Jul 2021 0 repositories listed
• AutoFL: Enabling Heterogeneity-Aware Energy Efficient Federated Learning
  16 Jul 2021 0 repositories listed
• Federated Whole Prostate Segmentation in MRI with Personalized Neural Architectures
  16 Jul 2021 0 repositories listed
• Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach
  16 Jul 2021 0 repositories listed
• Decentralized Bayesian Learning with Metropolis-Adjusted Hamiltonian Monte Carlo
  15 Jul 2021 0 repositories listed
• Federated Mixture of Experts
  14 Jul 2021 0 repositories listed
• TEACHING -- Trustworthy autonomous cyber-physical applications through human-centred intelligence
  14 Jul 2021 0 repositories listed
• Federated Learning with Dynamic Transformer for Text to Speech
  9 Jul 2021 0 repositories listed
• Lithography Hotspot Detection via Heterogeneous Federated Learning with Local Adaptation
  9 Jul 2021 0 repositories listed
• Personalized Federated Learning over non-IID Data for Indoor Localization
  9 Jul 2021 0 repositories listed
• Federated Learning as a Mean-Field Game
  8 Jul 2021 0 repositories listed
• DER Forecast using Privacy Preserving Federated Learning
  7 Jul 2021 0 repositories listed
• Energy Efficient Federated Learning in Integrated Fog-Cloud Computing Enabled Internet-of-Things Networks
  7 Jul 2021 0 repositories listed
• Federated Learning with Downlink Device Selection
  7 Jul 2021 0 repositories listed
• Federated Model Search via Reinforcement Learning
  7 Jul 2021 0 repositories listed
• Management of Resource at the Network Edge for Federated Learning
  7 Jul 2021 0 repositories listed
• FedFog: Network-Aware Optimization of Federated Learning over Wireless Fog-Cloud Systems
  4 Jul 2021 0 repositories listed
• Towards Scheduling Federated Deep Learning using Meta-Gradients for Inter-Hospital Learning
  4 Jul 2021 0 repositories listed
• Byzantine-robust Federated Learning through Spatial-temporal Analysis of Local Model Updates
  3 Jul 2021 0 repositories listed
• Segmented Federated Learning for Adaptive Intrusion Detection System
  2 Jul 2021 0 repositories listed
• Faithful Edge Federated Learning: Scalability and Privacy
  30 Jun 2021 0 repositories listed
• Local-Global Knowledge Distillation in Heterogeneous Federated Learning with Non-IID Data
  30 Jun 2021 0 repositories listed
• A Non-parametric View of FedAvg and FedProx: Beyond Stationary Points
  29 Jun 2021 0 repositories listed
• UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach
  29 Jun 2021 0 repositories listed
• Federated Dynamic Spectrum Access
  28 Jun 2021 0 repositories listed
• Weight Divergence Driven Divide-and-Conquer Approach for Optimal Federated Learning from non-IID Data
  28 Jun 2021 0 repositories listed
• A Comprehensive Survey of Incentive Mechanism for Federated Learning
  27 Jun 2021 0 repositories listed
• Over-the-Air Federated Multi-Task Learning
  27 Jun 2021 0 repositories listed
• Reward-Based 1-bit Compressed Federated Distillation on Blockchain
  27 Jun 2021 0 repositories listed
• Federated Learning for Intrusion Detection in IoT Security: A Hybrid Ensemble Approach
  25 Jun 2021 0 repositories listed
• Implicit Gradient Alignment in Distributed and Federated Learning
  25 Jun 2021 0 repositories listed
• Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy
  25 Jun 2021 0 repositories listed
• Personalized Federated Learning with Contextualized Generalization
  24 Jun 2021 0 repositories listed
• Privacy Threats Analysis to Secure Federated Learning
  24 Jun 2021 0 repositories listed
• Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning
  23 Jun 2021 0 repositories listed
• A Vertical Federated Learning Framework for Graph Convolutional Network
  22 Jun 2021 0 repositories listed
• Enabling Long-Term Cooperation in Cross-Silo Federated Learning: A Repeated Game Perspective
  22 Jun 2021 0 repositories listed
• FLRA: A Reference Architecture for Federated Learning Systems
  22 Jun 2021 0 repositories listed
• Affect-driven Ordinal Engagement Measurement from Video
  21 Jun 2021 0 repositories listed