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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 52 of 68: papers 5,101 to 5,200 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.

• Fast Heterogeneous Federated Learning with Hybrid Client Selection
  10 Aug 2022 0 repositories listed
• Application of federated learning in manufacturing
  9 Aug 2022 0 repositories listed
• Combining Stochastic Defenses to Resist Gradient Inversion: An Ablation Study
  9 Aug 2022 0 repositories listed
• PEPPER: Empowering User-Centric Recommender Systems over Gossip Learning
  9 Aug 2022 0 repositories listed
• Learning-Based Client Selection for Federated Learning Services Over Wireless Networks with Constrained Monetary Budgets
  8 Aug 2022 0 repositories listed
• Distributed Contrastive Learning for Medical Image Segmentation
  7 Aug 2022 0 repositories listed
• Federated Adversarial Learning: A Framework with Convergence Analysis
  7 Aug 2022 0 repositories listed
• Low-Latency Cooperative Spectrum Sensing via Truncated Vertical Federated Learning
  7 Aug 2022 0 repositories listed
• Terahertz-Band Channel and Beam Split Estimation via Array Perturbation Model
  7 Aug 2022 0 repositories listed
• Federated Learning for Medical Applications: A Taxonomy, Current Trends, Challenges, and Future Research Directions
  5 Aug 2022 0 repositories listed
• Embedding Alignment for Unsupervised Federated Learning via Smart Data Exchange
  4 Aug 2022 0 repositories listed
• FedDRL: Deep Reinforcement Learning-based Adaptive Aggregation for Non-IID Data in Federated Learning
  4 Aug 2022 0 repositories listed
• ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
  4 Aug 2022 0 repositories listed
• A New Implementation of Federated Learning for Privacy and Security Enhancement
  3 Aug 2022 0 repositories listed
• How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?
  3 Aug 2022 0 repositories listed
• Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning
  2 Aug 2022 0 repositories listed
• DeFL: Decentralized Weight Aggregation for Cross-silo Federated Learning
  1 Aug 2022 0 repositories listed
• Towards Communication-efficient Vertical Federated Learning Training via Cache-enabled Local Updates
  29 Jul 2022 0 repositories listed
• Federated Learning for IoUT: Concepts, Applications, Challenges and Opportunities
  28 Jul 2022 0 repositories listed
• ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences
  28 Jul 2022 0 repositories listed
• AI Approaches in Processing and Using Data in Personalized Medicine
  26 Jul 2022 0 repositories listed
• CFLIT: Coexisting Federated Learning and Information Transfer
  26 Jul 2022 0 repositories listed
• Collaboration in Participant-Centric Federated Learning: A Game-Theoretical Perspective
  25 Jul 2022 0 repositories listed
• Technical Report: Assisting Backdoor Federated Learning with Whole Population Knowledge Alignment
  25 Jul 2022 0 repositories listed
• BPFISH: Blockchain and Privacy-preserving FL Inspired Smart Healthcare
  24 Jul 2022 0 repositories listed
• Mitigating the Performance Sacrifice in DP-Satisfied Federated Settings through Graph Contrastive Learning
  24 Jul 2022 0 repositories listed
• Privacy Against Inference Attacks in Vertical Federated Learning
  24 Jul 2022 0 repositories listed
• Federated Learning on Adaptively Weighted Nodes by Bilevel Optimization
  21 Jul 2022 0 repositories listed
• Federated Semi-Supervised Domain Adaptation via Knowledge Transfer
  21 Jul 2022 0 repositories listed
• FOCUS: Fairness via Agent-Awareness for Federated Learning on Heterogeneous Data
  21 Jul 2022 0 repositories listed
• Combined Federated and Split Learning in Edge Computing for Ubiquitous Intelligence in Internet of Things: State of the Art and Future Directions
  20 Jul 2022 0 repositories listed
• Slimmable Quantum Federated Learning
  20 Jul 2022 0 repositories listed
• FedNet2Net: Saving Communication and Computations in Federated Learning with Model Growing
  19 Jul 2022 0 repositories listed
• Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design
  19 Jul 2022 0 repositories listed
• Is Vertical Logistic Regression Privacy-Preserving? A Comprehensive Privacy Analysis and Beyond
  19 Jul 2022 0 repositories listed
• On Decentralizing Federated Reinforcement Learning in Multi-Robot Scenarios
  19 Jul 2022 0 repositories listed
• Over-the-Air Federated Edge Learning with Hierarchical Clustering
  19 Jul 2022 0 repositories listed
• SphereFed: Hyperspherical Federated Learning
  19 Jul 2022 0 repositories listed
• Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
  18 Jul 2022 0 repositories listed
• Federated Learning for Non-IID Data via Client Variance Reduction and Adaptive Server Update
  18 Jul 2022 0 repositories listed
• Study of the performance and scalability of federated learning for medical imaging with intermittent clients
  18 Jul 2022 0 repositories listed
• Training Large-Vocabulary Neural Language Models by Private Federated Learning for Resource-Constrained Devices
  18 Jul 2022 0 repositories listed
• Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning
  17 Jul 2022 0 repositories listed
• Fast Composite Optimization and Statistical Recovery in Federated Learning
  17 Jul 2022 0 repositories listed
• Federated Continual Learning through distillation in pervasive computing
  17 Jul 2022 0 repositories listed
• Federated Learning and catastrophic forgetting in pervasive computing: demonstration in HAR domain
  17 Jul 2022 0 repositories listed
• Federated Self-Supervised Learning in Heterogeneous Settings: Limits of a Baseline Approach on HAR
  17 Jul 2022 0 repositories listed
• Multi-Task and Transfer Learning for Federated Learning Applications
  17 Jul 2022 0 repositories listed
• Collaborative Learning in Kernel-based Bandits for Distributed Users
  16 Jul 2022 0 repositories listed
• Sotto Voce: Federated Speech Recognition with Differential Privacy Guarantees
  16 Jul 2022 0 repositories listed
• Introducing Federated Learning into Internet of Things ecosystems -- preliminary considerations
  15 Jul 2022 0 repositories listed
• Accelerated Federated Learning with Decoupled Adaptive Optimization
  14 Jul 2022 0 repositories listed
• Federated Multi-Task Learning for THz Wideband Channel and DoA Estimation
  13 Jul 2022 0 repositories listed
• Efficient and Privacy Preserving Group Signature for Federated Learning
  12 Jul 2022 0 repositories listed
• FedHAP: Federated Hashing with Global Prototypes for Cross-silo Retrieval
  12 Jul 2022 0 repositories listed
• FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis
  12 Jul 2022 0 repositories listed
• Horizontal Federated Learning and Secure Distributed Training for Recommendation System with Intel SGX
  11 Jul 2022 0 repositories listed
• FedSS: Federated Learning with Smart Selection of clients
  10 Jul 2022 0 repositories listed
• Mechanisms that Incentivize Data Sharing in Federated Learning
  10 Jul 2022 0 repositories listed
• Multi-Model Federated Learning with Provable Guarantees
  9 Jul 2022 0 repositories listed
• Smart Multi-tenant Federated Learning
  9 Jul 2022 0 repositories listed
• The Poisson binomial mechanism for secure and private federated learning
  9 Jul 2022 0 repositories listed
• A Survey on Participant Selection for Federated Learning in Mobile Networks
  8 Jul 2022 0 repositories listed
• Communication Acceleration of Local Gradient Methods via an Accelerated Primal-Dual Algorithm with Inexact Prox
  8 Jul 2022 0 repositories listed
• StatMix: Data augmentation method that relies on image statistics in federated learning
  8 Jul 2022 0 repositories listed
• Adaptive Personlization in Federated Learning for Highly Non-i.i.d. Data
  7 Jul 2022 0 repositories listed
• Decentralized digital twins of complex dynamical systems
  7 Jul 2022 0 repositories listed
• FedHeN: Federated Learning in Heterogeneous Networks
  7 Jul 2022 0 repositories listed
• A Generative Framework for Personalized Learning and Estimation: Theory, Algorithms, and Privacy
  5 Jul 2022 0 repositories listed
• AVDDPG: Federated reinforcement learning applied to autonomous platoon control
  5 Jul 2022 0 repositories listed
• Defending against the Label-flipping Attack in Federated Learning
  5 Jul 2022 0 repositories listed
• Federated and Transfer Learning: A Survey on Adversaries and Defense Mechanisms
  5 Jul 2022 0 repositories listed
• Protea: Client Profiling within Federated Systems using Flower
  3 Jul 2022 0 repositories listed
• GOF-TTE: Generative Online Federated Learning Framework for Travel Time Estimation
  2 Jul 2022 0 repositories listed
• Unsupervised Recurrent Federated Learning for Edge Popularity Prediction in Privacy-Preserving Mobile Edge Computing Networks
  2 Jul 2022 0 repositories listed
• Better Methods and Theory for Federated Learning: Compression, Client Selection and Heterogeneity
  1 Jul 2022 0 repositories listed
• BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models
  1 Jul 2022 0 repositories listed
• Effect of Homomorphic Encryption on the Performance of Training Federated Learning Generative Adversarial Networks
  1 Jul 2022 0 repositories listed
• Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning
  1 Jul 2022 0 repositories listed
• Cross-domain Federated Object Detection
  30 Jun 2022 0 repositories listed
• DP²-NILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring
  30 Jun 2022 0 repositories listed
• Learning Underrepresented Classes from Decentralized Partially Labeled Medical Images
  30 Jun 2022 0 repositories listed
• Privacy-preserving Graph Analytics: Secure Generation and Federated Learning
  30 Jun 2022 0 repositories listed
• Privacy-preserving household load forecasting based on non-intrusive load monitoring: A federated deep learning approach
  30 Jun 2022 0 repositories listed
• Towards Federated Long-Tailed Learning
  30 Jun 2022 0 repositories listed
• AFAFed -- Protocol analysis
  29 Jun 2022 0 repositories listed
• Secure Forward Aggregation for Vertical Federated Neural Networks
  28 Jun 2022 0 repositories listed
• Split Two-Tower Model for Efficient and Privacy-Preserving Cross-device Federated Recommendation
  28 Jun 2022 0 repositories listed
• Differentially Private Federated Combinatorial Bandits with Constraints
  27 Jun 2022 0 repositories listed
• APPFLChain: A Privacy Protection Distributed Artificial-Intelligence Architecture Based on Federated Learning and Consortium Blockchain
  26 Jun 2022 0 repositories listed
• Cross-Silo Federated Learning: Challenges and Opportunities
  26 Jun 2022 0 repositories listed
• FAIR-BFL: Flexible and Incentive Redesign for Blockchain-based Federated Learning
  26 Jun 2022 0 repositories listed
• FLVoogd: Robust And Privacy Preserving Federated Learning
  24 Jun 2022 0 repositories listed
• FEATHERS: Federated Architecture and Hyperparameter Search
  24 Jun 2022 0 repositories listed
• MULTI-FLGANs: Multi-Distributed Adversarial Networks for Non-IID distribution
  24 Jun 2022 0 repositories listed
• zPROBE: Zero Peek Robustness Checks for Federated Learning
  24 Jun 2022 0 repositories listed
• Content Popularity Prediction Based on Quantized Federated Bayesian Learning in Fog Radio Access Networks
  23 Jun 2022 0 repositories listed
• Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets
  23 Jun 2022 0 repositories listed
• EFFGAN: Ensembles of fine-tuned federated GANs
  23 Jun 2022 0 repositories listed
• Efficient Adaptive Federated Optimization of Federated Learning for IoT
  23 Jun 2022 0 repositories listed