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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 61 of 68: papers 6,001 to 6,100 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.

• Compositional federated learning: Applications in distributionally robust averaging and meta learning
  21 Jun 2021 0 repositories listed
• FedXGBoost: Privacy-Preserving XGBoost for Federated Learning
  20 Jun 2021 0 repositories listed
• Is Shapley Value fair? Improving Client Selection for Mavericks in Federated Learning
  20 Jun 2021 0 repositories listed
• Low-Latency Federated Learning over Wireless Channels with Differential Privacy
  20 Jun 2021 0 repositories listed
• STEM: A Stochastic Two-Sided Momentum Algorithm Achieving Near-Optimal Sample and Communication Complexities for Federated Learning
  19 Jun 2021 0 repositories listed
• A Vertical Federated Learning Framework for Horizontally Partitioned Labels
  18 Jun 2021 0 repositories listed
• Zero-Shot Federated Learning with New Classes for Audio Classification
  18 Jun 2021 0 repositories listed
• Federated Learning Framework with Straggling Mitigation and Privacy-Awareness for AI-based Mobile Application Services
  17 Jun 2021 0 repositories listed
• Federated CycleGAN for Privacy-Preserving Image-to-Image Translation
  17 Jun 2021 0 repositories listed
• Quantized Federated Learning under Transmission Delay and Outage Constraints
  17 Jun 2021 0 repositories listed
• Towards Heterogeneous Clients with Elastic Federated Learning
  17 Jun 2021 0 repositories listed
• Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions
  16 Jun 2021 0 repositories listed
• QuantumFed: A Federated Learning Framework for Collaborative Quantum Training
  16 Jun 2021 0 repositories listed
• Decentralized Local Stochastic Extra-Gradient for Variational Inequalities
  15 Jun 2021 0 repositories listed
• On Large-Cohort Training for Federated Learning
  15 Jun 2021 0 repositories listed
• Over-the-Air Decentralized Federated Learning
  15 Jun 2021 0 repositories listed
• Privacy Assessment of Federated Learning using Private Personalized Layers
  15 Jun 2021 0 repositories listed
• CFedAvg: Achieving Efficient Communication and Fast Convergence in Non-IID Federated Learning
  14 Jun 2021 0 repositories listed
• Decentralized Personalized Federated Learning for Min-Max Problems
  14 Jun 2021 0 repositories listed
• Dynamic Gradient Aggregation for Federated Domain Adaptation
  14 Jun 2021 0 repositories listed
• Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient
  13 Jun 2021 0 repositories listed
• On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates
  13 Jun 2021 0 repositories listed
• FGLP: A Federated Fine-Grained Location Prediction System for Mobile Users
  13 Jun 2021 0 repositories listed
• Understanding the Interplay between Privacy and Robustness in Federated Learning
  13 Jun 2021 0 repositories listed
• Federated Learning on Non-IID Data: A Survey
  12 Jun 2021 0 repositories listed
• Joint Client Scheduling and Resource Allocation under Channel Uncertainty in Federated Learning
  12 Jun 2021 0 repositories listed
• Differentially Private Federated Learning via Inexact ADMM
  11 Jun 2021 0 repositories listed
• Federated Learning with Buffered Asynchronous Aggregation
  11 Jun 2021 0 repositories listed
• Multi-VFL: A Vertical Federated Learning System for Multiple Data and Label Owners
  10 Jun 2021 0 repositories listed
• Vertical Federated Learning without Revealing Intersection Membership
  10 Jun 2021 0 repositories listed
• FedDICE: A ransomware spread detection in a distributed integrated clinical environment using federated learning and SDN based mitigation
  9 Jun 2021 0 repositories listed
• Federated Hyperparameter Tuning: Challenges, Baselines, and Connections to Weight-Sharing
  8 Jun 2021 0 repositories listed
• FedNILM: Applying Federated Learning to NILM Applications at the Edge
  7 Jun 2021 0 repositories listed
• Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning
  7 Jun 2021 0 repositories listed
• FedNL: Making Newton-Type Methods Applicable to Federated Learning
  5 Jun 2021 0 repositories listed
• FedCCEA : A Practical Approach of Client Contribution Evaluation for Federated Learning
  4 Jun 2021 0 repositories listed
• Local Adaptivity in Federated Learning: Convergence and Consistency
  4 Jun 2021 0 repositories listed
• Federated Neural Collaborative Filtering
  2 Jun 2021 0 repositories listed
• FedHealth 2: Weighted Federated Transfer Learning via Batch Normalization for Personalized Healthcare
  2 Jun 2021 0 repositories listed
• An Investigation towards Differentially Private Sequence Tagging in a Federated Framework
  1 Jun 2021 0 repositories listed
• H-FL: A Hierarchical Communication-Efficient and Privacy-Protected Architecture for Federated Learning
  1 Jun 2021 0 repositories listed
• QLSD: Quantised Langevin stochastic dynamics for Bayesian federated learning
  1 Jun 2021 0 repositories listed
• Understanding Unintended Memorization in Language Models Under Federated Learning
  1 Jun 2021 0 repositories listed
• Wireless Federated Learning with Limited Communication and Differential Privacy
  1 Jun 2021 0 repositories listed
• Federated Learning for Industrial Internet of Things in Future Industries
  31 May 2021 0 repositories listed
• Towards a Federated Learning Framework for Heterogeneous Devices of Internet of Things
  31 May 2021 0 repositories listed
• Unifying Distillation with Personalization in Federated Learning
  31 May 2021 0 repositories listed
• Concept drift detection and adaptation for federated and continual learning
  27 May 2021 0 repositories listed
• Federated Learning for Short-term Residential Load Forecasting
  27 May 2021 0 repositories listed
• Fed-NILM: A Federated Learning-based Non-Intrusive Load Monitoring Method for Privacy-Protection
  24 May 2021 0 repositories listed
• Federated Graph Learning -- A Position Paper
  24 May 2021 0 repositories listed
• Federated Meta Learning Enhanced Acoustic Radio Cooperative Framework for Ocean of Things Underwater Acoustic Communications
  24 May 2021 0 repositories listed
• Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis
  21 May 2021 0 repositories listed
• DoStoVoQ: Doubly Stochastic Voronoi Vector Quantization SGD for Federated Learning
  21 May 2021 0 repositories listed
• Fed-EINI: An Efficient and Interpretable Inference Framework for Decision Tree Ensembles in Federated Learning
  20 May 2021 0 repositories listed
• Prototype Guided Federated Learning of Visual Feature Representations
  19 May 2021 0 repositories listed
• Separation of Powers in Federated Learning
  19 May 2021 0 repositories listed
• DID-eFed: Facilitating Federated Learning as a Service with Decentralized Identities
  18 May 2021 0 repositories listed
• Towards Unsupervised Domain Adaptation for Deep Face Recognition under Privacy Constraints via Federated Learning
  17 May 2021 0 repositories listed
• Privacy-Preserving Constrained Domain Generalization via Gradient Alignment
  14 May 2021 0 repositories listed
• Federated Unbiased Learning to Rank
  11 May 2021 0 repositories listed
• FL-NTK: A Neural Tangent Kernel-based Framework for Federated Learning Convergence Analysis
  11 May 2021 0 repositories listed
• Latency Analysis of Consortium Blockchained Federated Learning
  10 May 2021 0 repositories listed
• Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates
  10 May 2021 0 repositories listed
• A Hybrid Architecture for Federated and Centralized Learning
  7 May 2021 0 repositories listed
• FedGL: Federated Graph Learning Framework with Global Self-Supervision
  7 May 2021 0 repositories listed
• Federated Face Recognition
  6 May 2021 0 repositories listed
• Membership Inference Attacks on Deep Regression Models for Neuroimaging
  6 May 2021 0 repositories listed
• Byzantine-Robust and Privacy-Preserving Framework for FedML
  5 May 2021 0 repositories listed
• Citadel: Protecting Data Privacy and Model Confidentiality for Collaborative Learning with SGX
  4 May 2021 0 repositories listed
• Federated Multi-View Learning for Private Medical Data Integration and Analysis
  4 May 2021 0 repositories listed
• OCTOPUS: Overcoming Performance andPrivatization Bottlenecks in Distributed Learning
  3 May 2021 0 repositories listed
• Convergence Analysis and System Design for Federated Learning over Wireless Networks
  30 Apr 2021 0 repositories listed
• Cluster-driven Graph Federated Learning over Multiple Domains
  29 Apr 2021 0 repositories listed
• From Distributed Machine Learning to Federated Learning: A Survey
  29 Apr 2021 0 repositories listed
• Privacy-Preserving Federated Learning on Partitioned Attributes
  29 Apr 2021 0 repositories listed
• Confined Gradient Descent: Privacy-preserving Optimization for Federated Learning
  27 Apr 2021 0 repositories listed
• Secure and Efficient Federated Learning Through Layering and Sharding Blockchain
  27 Apr 2021 0 repositories listed
• Towards Fair Federated Learning with Zero-Shot Data Augmentation
  27 Apr 2021 0 repositories listed
• Towards On-Device Federated Learning: A Direct Acyclic Graph-based Blockchain Approach
  27 Apr 2021 0 repositories listed
• A Graph Federated Architecture with Privacy Preserving Learning
  26 Apr 2021 0 repositories listed
• Communication-Efficient and Personalized Federated Lottery Ticket Learning
  26 Apr 2021 0 repositories listed
• Communication-Efficient Federated Learning with Dual-Side Low-Rank Compression
  26 Apr 2021 0 repositories listed
• Continual Distributed Learning for Crisis Management
  26 Apr 2021 0 repositories listed
• FedDPGAN: Federated Differentially Private Generative Adversarial Networks Framework for the Detection of COVID-19 Pneumonia
  26 Apr 2021 0 repositories listed
• Semi-Decentralized Federated Edge Learning for Fast Convergence on Non-IID Data
  26 Apr 2021 0 repositories listed
• Simultaneous Wireless Information and Power Transfer for Federated Learning
  26 Apr 2021 0 repositories listed
• FedSup: A Communication-Efficient Federated Learning Fatigue Driving Behaviors Supervision Framework
  25 Apr 2021 0 repositories listed
• Wireless Federated Learning (WFL) for 6G Networks -- Part II: The Compute-then-Transmit NOMA Paradigm
  24 Apr 2021 0 repositories listed
• Wireless Federated Learning (WFL) for 6G Networks -- Part I: Research Challenges and Future Trends
  24 Apr 2021 0 repositories listed
• Blockchain based Privacy-Preserved Federated Learning for Medical Images: A Case Study of COVID-19 CT Scans
  22 Apr 2021 0 repositories listed
• A Survey on Federated Learning and its Applications for Accelerating Industrial Internet of Things
  21 Apr 2021 0 repositories listed
• Turning Federated Learning Systems Into Covert Channels
  21 Apr 2021 0 repositories listed
• Gradient Masked Federated Optimization
  21 Apr 2021 0 repositories listed
• Auto-FedAvg: Learnable Federated Averaging for Multi-Institutional Medical Image Segmentation
  20 Apr 2021 0 repositories listed
• Federated Word2Vec: Leveraging Federated Learning to Encourage Collaborative Representation Learning
  19 Apr 2021 0 repositories listed
• Research on Resource Allocation for Efficient Federated Learning
  19 Apr 2021 0 repositories listed
• Federated Learning of User Verification Models Without Sharing Embeddings
  18 Apr 2021 0 repositories listed
• CSAFL: A Clustered Semi-Asynchronous Federated Learning Framework
  16 Apr 2021 0 repositories listed
• FedCom: A Byzantine-Robust Local Model Aggregation Rule Using Data Commitment for Federated Learning
  16 Apr 2021 0 repositories listed