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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 51 of 68: papers 5,001 to 5,100 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.

• Distributed Non-Convex Optimization with One-Bit Compressors on Heterogeneous Data: Efficient and Resilient Algorithms
  3 Oct 2022 0 repositories listed
• Mitigating Data Absence in Federated Learning Using Privacy-Controllable Data Digests
  3 Oct 2022 0 repositories listed
• PersA-FL: Personalized Asynchronous Federated Learning
  3 Oct 2022 0 repositories listed
• Taming Fat-Tailed ("Heavier-Tailed'' with Potentially Infinite Variance) Noise in Federated Learning
  3 Oct 2022 0 repositories listed
• Unbounded Gradients in Federated Leaning with Buffered Asynchronous Aggregation
  3 Oct 2022 0 repositories listed
• FLCert: Provably Secure Federated Learning against Poisoning Attacks
  2 Oct 2022 0 repositories listed
• SAGDA: Achieving 𝒪(ε⁻²) Communication Complexity in Federated Min-Max Learning
  2 Oct 2022 0 repositories listed
• Federated Representation Learning via Maximal Coding Rate Reduction
  1 Oct 2022 0 repositories listed
• Privacy-preserving Decentralized Federated Learning over Time-varying Communication Graph
  1 Oct 2022 0 repositories listed
• Blockchain-based Monitoring for Poison Attack Detection in Decentralized Federated Learning
  30 Sep 2022 0 repositories listed
• Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction
  30 Sep 2022 0 repositories listed
• Federated Training of Dual Encoding Models on Small Non-IID Client Datasets
  30 Sep 2022 0 repositories listed
• FedTrees: A Novel Computation-Communication Efficient Federated Learning Framework Investigated in Smart Grids
  30 Sep 2022 0 repositories listed
• Kernel Normalized Convolutional Networks for Privacy-Preserving Machine Learning
  30 Sep 2022 0 repositories listed
• Vertical Semi-Federated Learning for Efficient Online Advertising
  30 Sep 2022 0 repositories listed
• A Secure Federated Learning Framework for Residential Short Term Load Forecasting
  29 Sep 2022 0 repositories listed
• Joint Optimization of Energy Consumption and Completion Time in Federated Learning
  29 Sep 2022 0 repositories listed
• Label driven Knowledge Distillation for Federated Learning with non-IID Data
  29 Sep 2022 0 repositories listed
• PrivMVMF: Privacy-Preserving Multi-View Matrix Factorization for Recommender Systems
  29 Sep 2022 0 repositories listed
• FedVeca: Federated Vectorized Averaging on Non-IID Data with Adaptive Bi-directional Global Objective
  28 Sep 2022 0 repositories listed
• Momentum Gradient Descent Federated Learning with Local Differential Privacy
  28 Sep 2022 0 repositories listed
• Securing Federated Learning against Overwhelming Collusive Attackers
  28 Sep 2022 0 repositories listed
• A Snapshot of the Frontiers of Client Selection in Federated Learning
  27 Sep 2022 0 repositories listed
• FedStack: Personalized activity monitoring using stacked federated learning
  27 Sep 2022 0 repositories listed
• Semi-Synchronous Personalized Federated Learning over Mobile Edge Networks
  27 Sep 2022 0 repositories listed
• An Energy Optimized Specializing DAG Federated Learning based on Event Triggered Communication
  26 Sep 2022 0 repositories listed
• FaRO 2: an Open Source, Configurable Smart City Framework for Real-Time Distributed Vision and Biometric Systems
  26 Sep 2022 0 repositories listed
• Knowledge-aided Federated Learning for Energy-limited Wireless Networks
  25 Sep 2022 0 repositories listed
• On the Stability Analysis of Open Federated Learning Systems
  25 Sep 2022 0 repositories listed
• Communication-Efficient Federated Learning Using Censored Heavy Ball Descent
  24 Sep 2022 0 repositories listed
• Defending against Poisoning Backdoor Attacks on Federated Meta-learning
  23 Sep 2022 0 repositories listed
• Privacy-Preserving Online Content Moderation: A Federated Learning Use Case
  23 Sep 2022 0 repositories listed
• UAV-Assisted Hierarchical Aggregation for Over-the-Air Federated Learning
  23 Sep 2022 0 repositories listed
• Enhanced Decentralized Federated Learning based on Consensus in Connected Vehicles
  22 Sep 2022 0 repositories listed
• A One-shot Framework for Distributed Clustered Learning in Heterogeneous Environments
  22 Sep 2022 0 repositories listed
• Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks
  21 Sep 2022 0 repositories listed
• FedToken: Tokenized Incentives for Data Contribution in Federated Learning
  20 Sep 2022 0 repositories listed
• Heterogeneous Federated Learning on a Graph
  19 Sep 2022 0 repositories listed
• A Secure Healthcare 5.0 System Based on Blockchain Technology Entangled with Federated Learning Technique
  16 Sep 2022 0 repositories listed
• Contrastive Re-localization and History Distillation in Federated CMR Segmentation
  16 Sep 2022 0 repositories listed
• Privacy-Preserving Distributed Expectation Maximization for Gaussian Mixture Model using Subspace Perturbation
  16 Sep 2022 0 repositories listed
• Convergence Acceleration in Wireless Federated Learning: A Stackelberg Game Approach
  14 Sep 2022 0 repositories listed
• Federated Pruning: Improving Neural Network Efficiency with Federated Learning
  14 Sep 2022 0 repositories listed
• Scheduling Algorithms for Federated Learning with Minimal Energy Consumption
  13 Sep 2022 0 repositories listed
• Cocktail Party Attack: Breaking Aggregation-Based Privacy in Federated Learning using Independent Component Analysis
  12 Sep 2022 0 repositories listed
• Personalized Federated Learning with Communication Compression
  12 Sep 2022 0 repositories listed
• Towards More Efficient Data Valuation in Healthcare Federated Learning using Ensembling
  12 Sep 2022 0 repositories listed
• Preserving Privacy in Federated Learning with Ensemble Cross-Domain Knowledge Distillation
  10 Sep 2022 0 repositories listed
• FADE: Enabling Federated Adversarial Training on Heterogeneous Resource-Constrained Edge Devices
  8 Sep 2022 0 repositories listed
• FedDAR: Federated Domain-Aware Representation Learning
  8 Sep 2022 0 repositories listed
• Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks
  8 Sep 2022 0 repositories listed
• Cerberus: Exploring Federated Prediction of Security Events
  7 Sep 2022 0 repositories listed
• Modular Federated Learning
  7 Sep 2022 0 repositories listed
• Faster federated optimization under second-order similarity
  6 Sep 2022 0 repositories listed
• Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources
  5 Sep 2022 0 repositories listed
• Federated Transfer Learning with Multimodal Data
  5 Sep 2022 0 repositories listed
• Federated Zero-Shot Learning for Visual Recognition
  5 Sep 2022 0 repositories listed
• FedAR+: A Federated Learning Approach to Appliance Recognition with Mislabeled Data in Residential Buildings
  3 Sep 2022 0 repositories listed
• Federated XGBoost on Sample-Wise Non-IID Data
  3 Sep 2022 0 repositories listed
• Suppressing Noise from Built Environment Datasets to Reduce Communication Rounds for Convergence of Federated Learning
  3 Sep 2022 0 repositories listed
• Predictive GAN-powered Multi-Objective Optimization for Hybrid Federated Split Learning
  2 Sep 2022 0 repositories listed
• To Store or Not? Online Data Selection for Federated Learning with Limited Storage
  1 Sep 2022 0 repositories listed
• Trading Off Privacy, Utility and Efficiency in Federated Learning
  1 Sep 2022 0 repositories listed
• Versatile Single-Loop Method for Gradient Estimator: First and Second Order Optimality, and its Application to Federated Learning
  1 Sep 2022 0 repositories listed
• Online Meta-Learning for Model Update Aggregation in Federated Learning for Click-Through Rate Prediction
  30 Aug 2022 0 repositories listed
• Reducing Impacts of System Heterogeneity in Federated Learning using Weight Update Magnitudes
  30 Aug 2022 0 repositories listed
• Exploring Semantic Attributes from A Foundation Model for Federated Learning of Disjoint Label Spaces
  29 Aug 2022 0 repositories listed
• A Federated Learning-enabled Smart Street Light Monitoring Application: Benefits and Future Challenges
  27 Aug 2022 0 repositories listed
• Tensor Decomposition based Personalized Federated Learning
  27 Aug 2022 0 repositories listed
• Abnormal Local Clustering in Federated Learning
  26 Aug 2022 0 repositories listed
• Federated and Privacy-Preserving Learning of Accounting Data in Financial Statement Audits
  26 Aug 2022 0 repositories listed
• On Differential Privacy for Federated Learning in Wireless Systems with Multiple Base Stations
  25 Aug 2022 0 repositories listed
• FedPrompt: Communication-Efficient and Privacy Preserving Prompt Tuning in Federated Learning
  25 Aug 2022 0 repositories listed
• Federated Self-Supervised Contrastive Learning and Masked Autoencoder for Dermatological Disease Diagnosis
  24 Aug 2022 0 repositories listed
• PromptFL: Let Federated Participants Cooperatively Learn Prompts Instead of Models -- Federated Learning in Age of Foundation Model
  24 Aug 2022 0 repositories listed
• Towards Sparsified Federated Neuroimaging Models via Weight Pruning
  24 Aug 2022 0 repositories listed
• Achieving Fairness in Dermatological Disease Diagnosis through Automatic Weight Adjusting Federated Learning and Personalization
  23 Aug 2022 0 repositories listed
• Application of federated learning techniques for arrhythmia classification using 12-lead ECG signals
  23 Aug 2022 0 repositories listed
• FedMCSA: Personalized Federated Learning via Model Components Self-Attention
  23 Aug 2022 0 repositories listed
• Towards Communication Efficient and Fair Federated Personalized Sequential Recommendation
  23 Aug 2022 0 repositories listed
• MUDGUARD: Taming Malicious Majorities in Federated Learning using Privacy-Preserving Byzantine-Robust Clustering
  22 Aug 2022 0 repositories listed
• Byzantines can also Learn from History: Fall of Centered Clipping in Federated Learning
  21 Aug 2022 0 repositories listed
• Cluster Based Secure Multi-Party Computation in Federated Learning for Histopathology Images
  21 Aug 2022 0 repositories listed
• Fed-FSNet: Mitigating Non-I.I.D. Federated Learning via Fuzzy Synthesizing Network
  21 Aug 2022 0 repositories listed
• A Review of Federated Learning in Energy Systems
  20 Aug 2022 0 repositories listed
• Almost Cost-Free Communication in Federated Best Arm Identification
  19 Aug 2022 0 repositories listed
• Federated Learning of Neural ODE Models with Different Iteration Counts
  19 Aug 2022 0 repositories listed
• Federated Select: A Primitive for Communication- and Memory-Efficient Federated Learning
  19 Aug 2022 0 repositories listed
• Personalized Federated Recommendation via Joint Representation Learning, User Clustering, and Model Adaptation
  19 Aug 2022 0 repositories listed
• NET-FLEET: Achieving Linear Convergence Speedup for Fully Decentralized Federated Learning with Heterogeneous Data
  17 Aug 2022 0 repositories listed
• FedMR: Fedreated Learning via Model Recombination
  16 Aug 2022 0 repositories listed
• FedPerm: Private and Robust Federated Learning by Parameter Permutation
  16 Aug 2022 0 repositories listed
• Energy and Spectrum Efficient Federated Learning via High-Precision Over-the-Air Computation
  15 Aug 2022 0 repositories listed
• Federated Quantum Natural Gradient Descent for Quantum Federated Learning
  15 Aug 2022 0 repositories listed
• Trustworthy Federated Learning via Blockchain
  13 Aug 2022 0 repositories listed
• A Fast Blockchain-based Federated Learning Framework with Compressed Communications
  12 Aug 2022 0 repositories listed
• A Knowledge Distillation-Based Backdoor Attack in Federated Learning
  12 Aug 2022 0 repositories listed
• Personalizing or Not: Dynamically Personalized Federated Learning with Incentives
  12 Aug 2022 0 repositories listed
• A Modified UDP for Federated Learning Packet Transmissions
  11 Aug 2022 0 repositories listed
• Shielding Federated Learning Systems against Inference Attacks with ARM TrustZone
  11 Aug 2022 0 repositories listed