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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 54 of 68: papers 5,301 to 5,400 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.

• FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing
  23 May 2022 0 repositories listed
• FL Games: A federated learning framework for distribution shifts
  23 May 2022 0 repositories listed
• LIA: Privacy-Preserving Data Quality Evaluation in Federated Learning Using a Lazy Influence Approximation
  23 May 2022 0 repositories listed
• PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning
  23 May 2022 0 repositories listed
• Semi-Decentralized Federated Learning with Collaborative Relaying
  23 May 2022 0 repositories listed
• Federated Learning Aggregation: New Robust Algorithms with Guarantees
  22 May 2022 0 repositories listed
• Incentivizing Federated Learning
  22 May 2022 0 repositories listed
• Robust Quantity-Aware Aggregation for Federated Learning
  22 May 2022 0 repositories listed
• E2FL: Equal and Equitable Federated Learning
  20 May 2022 0 repositories listed
• FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels
  20 May 2022 0 repositories listed
• On the Decentralization of Blockchain-enabled Asynchronous Federated Learning
  20 May 2022 0 repositories listed
• Service Delay Minimization for Federated Learning over Mobile Devices
  19 May 2022 0 repositories listed
• Federated learning: Applications, challenges and future directions
  18 May 2022 0 repositories listed
• Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings
  17 May 2022 0 repositories listed
• Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting
  17 May 2022 0 repositories listed
• Massive MIMO for Serving Federated Learning and Non-Federated Learning Users
  17 May 2022 0 repositories listed
• Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles
  17 May 2022 0 repositories listed
• Providing Location Information at Edge Networks: A Federated Learning-Based Approach
  17 May 2022 0 repositories listed
• Serving Federated Learning and Non-Federated Learning Users: A Massive MIMO Approach
  17 May 2022 0 repositories listed
• Federated Anomaly Detection over Distributed Data Streams
  16 May 2022 0 repositories listed
• FedHAP: Fast Federated Learning for LEO Constellations Using Collaborative HAPs
  15 May 2022 0 repositories listed
• Tighter Regret Analysis and Optimization of Online Federated Learning
  13 May 2022 0 repositories listed
• Over-the-Air Federated Learning with Joint Adaptive Computation and Power Control
  12 May 2022 0 repositories listed
• Secure Aggregation for Federated Learning in Flower
  12 May 2022 0 repositories listed
• Blockchain-based Secure Client Selection in Federated Learning
  11 May 2022 0 repositories listed
• eFedDNN: Ensemble based Federated Deep Neural Networks for Trajectory Mode Inference
  11 May 2022 0 repositories listed
• Deep Federated Anomaly Detection for Multivariate Time Series Data
  9 May 2022 0 repositories listed
• Federated Multi-Armed Bandits Under Byzantine Attacks
  9 May 2022 0 repositories listed
• LSTM-Based Distributed Conditional Generative Adversarial Network For Data-Driven 5G-Enabled Maritime UAV Communications
  9 May 2022 0 repositories listed
• Protecting Data from all Parties: Combining FHE and DP in Federated Learning
  9 May 2022 0 repositories listed
• Residue-based Label Protection Mechanisms in Vertical Logistic Regression
  9 May 2022 0 repositories listed
• Federated Random Reshuffling with Compression and Variance Reduction
  8 May 2022 0 repositories listed
• Decentral and Incentivized Federated Learning Frameworks: A Systematic Literature Review
  7 May 2022 0 repositories listed
• Federated Channel Learning for Intelligent Reflecting Surfaces With Fewer Pilot Signals
  6 May 2022 0 repositories listed
• Federated Learning with Noisy User Feedback
  6 May 2022 0 repositories listed
• Network Gradient Descent Algorithm for Decentralized Federated Learning
  6 May 2022 0 repositories listed
• Online Model Compression for Federated Learning with Large Models
  6 May 2022 0 repositories listed
• Can collaborative learning be private, robust and scalable?
  5 May 2022 0 repositories listed
• Intelligent Transportation Systems' Orchestration: Lessons Learned & Potential Opportunities
  5 May 2022 0 repositories listed
• Over-The-Air Federated Learning under Byzantine Attacks
  5 May 2022 0 repositories listed
• Uncertainty Minimization for Personalized Federated Semi-Supervised Learning
  5 May 2022 0 repositories listed
• FedSPLIT: One-Shot Federated Recommendation System Based on Non-negative Joint Matrix Factorization and Knowledge Distillation
  4 May 2022 0 repositories listed
• Local Stochastic Bilevel Optimization with Momentum-Based Variance Reduction
  3 May 2022 0 repositories listed
• MS Lesion Segmentation: Revisiting Weighting Mechanisms for Federated Learning
  3 May 2022 0 repositories listed
• Privacy Amplification via Random Participation in Federated Learning
  3 May 2022 0 repositories listed
• Revisiting Communication-Efficient Federated Learning with Balanced Global and Local Updates
  3 May 2022 0 repositories listed
• Training Mixed-Domain Translation Models via Federated Learning
  3 May 2022 0 repositories listed
• FedDKD: Federated Learning with Decentralized Knowledge Distillation
  2 May 2022 0 repositories listed
• Performance Weighting for Robust Federated Learning Against Corrupted Sources
  2 May 2022 0 repositories listed
• A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning
  1 May 2022 0 repositories listed
• ActPerFL: Active Personalized Federated Learning
  1 May 2022 0 repositories listed
• Intrinsic Gradient Compression for Scalable and Efficient Federated Learning
  1 May 2022 0 repositories listed
• Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling
  29 Apr 2022 0 repositories listed
• Exploration and Exploitation in Federated Learning to Exclude Clients with Poisoned Data
  29 Apr 2022 0 repositories listed
• Decision Models for Selecting Federated Learning Architecture Patterns
  28 Apr 2022 0 repositories listed
• AGIC: Approximate Gradient Inversion Attack on Federated Learning
  28 Apr 2022 0 repositories listed
• Improving the Robustness of Federated Learning for Severely Imbalanced Datasets
  28 Apr 2022 0 repositories listed
• FedShuffle: Recipes for Better Use of Local Work in Federated Learning
  27 Apr 2022 0 repositories listed
• Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning
  27 Apr 2022 0 repositories listed
• A review of Federated Learning in Intrusion Detection Systems for IoT
  26 Apr 2022 0 repositories listed
• Continual Learning for Peer-to-Peer Federated Learning: A Study on Automated Brain Metastasis Identification
  26 Apr 2022 0 repositories listed
• Enhancing Privacy against Inversion Attacks in Federated Learning by using Mixing Gradients Strategies
  26 Apr 2022 0 repositories listed
• Federated Stochastic Primal-dual Learning with Differential Privacy
  26 Apr 2022 0 repositories listed
• PP-MARL: Efficient Privacy-Preserving Multi-Agent Reinforcement Learning for Cooperative Intelligence in Communications
  26 Apr 2022 0 repositories listed
• Time-triggered Federated Learning over Wireless Networks
  26 Apr 2022 0 repositories listed
• Analysing the Influence of Attack Configurations on the Reconstruction of Medical Images in Federated Learning
  25 Apr 2022 0 repositories listed
• FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
  25 Apr 2022 0 repositories listed
• Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System
  24 Apr 2022 0 repositories listed
• Federated Contrastive Learning for Volumetric Medical Image Segmentation
  23 Apr 2022 0 repositories listed
• Federated Geometric Monte Carlo Clustering to Counter Non-IID Datasets
  23 Apr 2022 0 repositories listed
• Federated Learning with Lossy Distributed Source Coding: Analysis and Optimization
  23 Apr 2022 0 repositories listed
• GFCL: A GRU-based Federated Continual Learning Framework against Data Poisoning Attacks in IoV
  23 Apr 2022 0 repositories listed
• A Closer Look at Personalization in Federated Image Classification
  22 Apr 2022 0 repositories listed
• Application of Federated Learning in Building a Robust COVID-19 Chest X-ray Classification Model
  22 Apr 2022 0 repositories listed
• Federated Learning: Balancing the Thin Line Between Data Intelligence and Privacy
  22 Apr 2022 0 repositories listed
• Federated Learning for Distributed Energy-Efficient Resource Allocation
  20 Apr 2022 0 repositories listed
• Efficient Wireless Federated Learning with Partial Model Aggregation
  20 Apr 2022 0 repositories listed
• Federated Learning in Multi-Center Critical Care Research: A Systematic Case Study using the eICU Database
  20 Apr 2022 0 repositories listed
• A Practical Cross-Device Federated Learning Framework over 5G Networks
  18 Apr 2022 0 repositories listed
• PrivateRec: Differentially Private Training and Serving for Federated News Recommendation
  18 Apr 2022 0 repositories listed
• Federated Learning Cost Disparity for IoT Devices
  17 Apr 2022 0 repositories listed
• Self-Aware Personalized Federated Learning
  17 Apr 2022 0 repositories listed
• Towards cost-effective and resource-aware aggregation at Edge for Federated Learning
  16 Apr 2022 0 repositories listed
• DRFLM: Distributionally Robust Federated Learning with Inter-client Noise via Local Mixup
  16 Apr 2022 0 repositories listed
• FedCau: A Proactive Stop Policy for Communication and Computation Efficient Federated Learning
  16 Apr 2022 0 repositories listed
• Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case
  16 Apr 2022 0 repositories listed
• A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations
  15 Apr 2022 0 repositories listed
• Distributed learning optimisation of Cox models can leak patient data: Risks and solutions
  12 Apr 2022 0 repositories listed
• Production federated keyword spotting via distillation, filtering, and joint federated-centralized training
  11 Apr 2022 0 repositories listed
• Adaptive Differential Filters for Fast and Communication-Efficient Federated Learning
  9 Apr 2022 0 repositories listed
• Federated Unsupervised Domain Adaptation for Face Recognition
  9 Apr 2022 0 repositories listed
• Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data
  9 Apr 2022 0 repositories listed
• CD²-pFed: Cyclic Distillation-guided Channel Decoupling for Model Personalization in Federated Learning
  8 Apr 2022 0 repositories listed
• Global Update Guided Federated Learning
  8 Apr 2022 0 repositories listed
• HBFL: A Hierarchical Blockchain-based Federated Learning Framework for a Collaborative IoT Intrusion Detection
  8 Apr 2022 0 repositories listed
• FedADMM: A Robust Federated Deep Learning Framework with Adaptivity to System Heterogeneity
  7 Apr 2022 0 repositories listed
• Multi-Task Distributed Learning using Vision Transformer with Random Patch Permutation
  7 Apr 2022 0 repositories listed
• DeFTA: A Plug-and-Play Decentralized Replacement for FedAvg
  6 Apr 2022 0 repositories listed
• Federated Learning for Distributed Spectrum Sensing in NextG Communication Networks
  6 Apr 2022 0 repositories listed
• Federated Self-supervised Speech Representations: Are We There Yet?
  6 Apr 2022 0 repositories listed