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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 65 of 68: papers 6,401 to 6,500 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.

• Federated Transfer Learning: concept and applications
  26 Sep 2020 0 repositories listed
• Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy
  24 Sep 2020 0 repositories listed
• FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning
  23 Sep 2020 0 repositories listed
• An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach
  22 Sep 2020 0 repositories listed
• Dynamic Fusion based Federated Learning for COVID-19 Detection
  22 Sep 2020 0 repositories listed
• FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling
  22 Sep 2020 0 repositories listed
• When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
  22 Sep 2020 0 repositories listed
• Training Production Language Models without Memorizing User Data
  21 Sep 2020 0 repositories listed
• Estimation of Individual Device Contributions for Incentivizing Federated Learning
  20 Sep 2020 0 repositories listed
• Federated Learning with Nesterov Accelerated Gradient
  18 Sep 2020 0 repositories listed
• Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning
  18 Sep 2020 0 repositories listed
• FedSmart: An Auto Updating Federated Learning Optimization Mechanism
  16 Sep 2020 0 repositories listed
• Federated Dynamic GNN with Secure Aggregation
  15 Sep 2020 0 repositories listed
• A Principled Approach to Data Valuation for Federated Learning
  14 Sep 2020 0 repositories listed
• A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring
  14 Sep 2020 0 repositories listed
• Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data
  14 Sep 2020 0 repositories listed
• Robustness and Personalization in Federated Learning: A Unified Approach via Regularization
  14 Sep 2020 0 repositories listed
• Private data sharing between decentralized users through the privGAN architecture
  14 Sep 2020 0 repositories listed
• SAPAG: A Self-Adaptive Privacy Attack From Gradients
  14 Sep 2020 0 repositories listed
• Federated Model Distillation with Noise-Free Differential Privacy
  11 Sep 2020 0 repositories listed
• Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning
  11 Sep 2020 0 repositories listed
• FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning
  8 Sep 2020 0 repositories listed
• Low-Rank Training of Deep Neural Networks for Emerging Memory Technology
  8 Sep 2020 0 repositories listed
• Local and Central Differential Privacy for Robustness and Privacy in Federated Learning
  8 Sep 2020 0 repositories listed
• Blockchain-based Federated Learning for Failure Detection in Industrial IoT
  6 Sep 2020 0 repositories listed
• Hybrid Differentially Private Federated Learning on Vertically Partitioned Data
  6 Sep 2020 0 repositories listed
• Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services
  5 Sep 2020 0 repositories listed
• ESMFL: Efficient and Secure Models for Federated Learning
  3 Sep 2020 0 repositories listed
• Federated Learning for Breast Density Classification: A Real-World Implementation
  3 Sep 2020 0 repositories listed
• Fed-Sim: Federated Simulation for Medical Imaging
  1 Sep 2020 0 repositories listed
• POSEIDON: Privacy-Preserving Federated Neural Network Learning
  1 Sep 2020 0 repositories listed
• Federated Edge Learning : Design Issues and Challenges
  31 Aug 2020 0 repositories listed
• SEEC: Semantic Vector Federation across Edge Computing Environments
  30 Aug 2020 0 repositories listed
• GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model
  29 Aug 2020 0 repositories listed
• A Metamodel and Framework for AGI
  28 Aug 2020 0 repositories listed
• A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations
  25 Aug 2020 0 repositories listed
• Accelerating Federated Learning in Heterogeneous Data and Computational Environments
  25 Aug 2020 0 repositories listed
• Convergence of Federated Learning over a Noisy Downlink
  25 Aug 2020 0 repositories listed
• Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO
  25 Aug 2020 0 repositories listed
• New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design
  25 Aug 2020 0 repositories listed
• Federated Learning for Cellular-connected UAVs: Radio Mapping and Path Planning
  23 Aug 2020 0 repositories listed
• A(DP)²SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy
  21 Aug 2020 0 repositories listed
• Federated Learning with Communication Delay in Edge Networks
  21 Aug 2020 0 repositories listed
• Intelligent Radio Signal Processing: A Survey
  19 Aug 2020 0 repositories listed
• Toward Smart Security Enhancement of Federated Learning Networks
  19 Aug 2020 0 repositories listed
• Adaptive Distillation for Decentralized Learning from Heterogeneous Clients
  18 Aug 2020 0 repositories listed
• Shared MF: A privacy-preserving recommendation system
  18 Aug 2020 0 repositories listed
• FLBench: A Benchmark Suite for Federated Learning
  17 Aug 2020 0 repositories listed
• How to Put Users in Control of their Data in Federated Top-N Recommendation with Learning to Rank
  17 Aug 2020 0 repositories listed
• Inverse Distance Aggregation for Federated Learning with Non-IID Data
  17 Aug 2020 0 repositories listed
• Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs
  17 Aug 2020 0 repositories listed
• Siloed Federated Learning for Multi-Centric Histopathology Datasets
  17 Aug 2020 0 repositories listed
• Heterogeneous Federated Learning
  15 Aug 2020 0 repositories listed
• Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
  14 Aug 2020 0 repositories listed
• Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data
  14 Aug 2020 0 repositories listed
• Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning
  14 Aug 2020 0 repositories listed
• Privacy Preserving Vertical Federated Learning for Tree-based Models
  14 Aug 2020 0 repositories listed
• WAFFLe: Weight Anonymized Factorization for Federated Learning
  13 Aug 2020 0 repositories listed
• Federated Learning via Synthetic Data
  11 Aug 2020 0 repositories listed
• FedNNNN: Norm-Normalized Neural Network Aggregation for Fast and Accurate Federated Learning
  11 Aug 2020 0 repositories listed
• FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching
  11 Aug 2020 0 repositories listed
• Holdout SGD: Byzantine Tolerant Federated Learning
  11 Aug 2020 0 repositories listed
• Federated Transfer Learning with Dynamic Gradient Aggregation
  6 Aug 2020 0 repositories listed
• Improving on-device speaker verification using federated learning with privacy
  6 Aug 2020 0 repositories listed
• E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI
  4 Aug 2020 0 repositories listed
• Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning
  3 Aug 2020 0 repositories listed
• State-of-the-art Techniques in Deep Edge Intelligence
  3 Aug 2020 0 repositories listed
• The Need for Advanced Intelligence in NFV Management and Orchestration
  3 Aug 2020 0 repositories listed
• Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization
  1 Aug 2020 0 repositories listed
• LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy
  31 Jul 2020 0 repositories listed
• Communication-Efficient Federated Learning via Optimal Client Sampling
  30 Jul 2020 0 repositories listed
• Efficient Sparse Secure Aggregation for Federated Learning
  29 Jul 2020 0 repositories listed
• Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems
  28 Jul 2020 0 repositories listed
• Evaluation of Federated Learning in Phishing Email Detection
  27 Jul 2020 0 repositories listed
• Learning discrete distributions: user vs item-level privacy
  27 Jul 2020 0 repositories listed
• Fast-Convergent Federated Learning
  26 Jul 2020 0 repositories listed
• Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence
  25 Jul 2020 0 repositories listed
• Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms
  23 Jul 2020 0 repositories listed
• A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective
  22 Jul 2020 0 repositories listed
• FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition
  22 Jul 2020 0 repositories listed
• Byzantine-Resilient Secure Federated Learning
  21 Jul 2020 0 repositories listed
• FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning
  21 Jul 2020 0 repositories listed
• Incentives for Federated Learning: a Hypothesis Elicitation Approach
  21 Jul 2020 0 repositories listed
• Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach
  19 Jul 2020 0 repositories listed
• Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms
  18 Jul 2020 0 repositories listed
• Asynchronous Federated Learning with Reduced Number of Rounds and with Differential Privacy from Less Aggregated Gaussian Noise
  17 Jul 2020 0 repositories listed
• Prioritized Multi-Criteria Federated Learning
  17 Jul 2020 0 repositories listed
• HyperTune: Dynamic Hyperparameter Tuning For Efficient Distribution of DNN Training Over Heterogeneous Systems
  16 Jul 2020 0 repositories listed
• Federated Learning in Mobile Edge Computing: An Edge-Learning Perspective for Beyond 5G
  15 Jul 2020 0 repositories listed
• FetchSGD: Communication-Efficient Federated Learning with Sketching
  15 Jul 2020 0 repositories listed
• Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning
  14 Jul 2020 0 repositories listed
• Data-driven geophysics: from dictionary learning to deep learning
  13 Jul 2020 0 repositories listed
• Privacy Amplification via Random Check-Ins
  13 Jul 2020 0 repositories listed
• VAFL: a Method of Vertical Asynchronous Federated Learning
  12 Jul 2020 0 repositories listed
• A Unified Linear Speedup Analysis of Federated Averaging and Nesterov FedAvg
  11 Jul 2020 0 repositories listed
• Data science and AI in FinTech: An overview
  10 Jul 2020 0 repositories listed
• Federated Learning of User Authentication Models
  9 Jul 2020 0 repositories listed
• BlockFLow: An Accountable and Privacy-Preserving Solution for Federated Learning
  8 Jul 2020 0 repositories listed
• A Distributed Cubic-Regularized Newton Method for Smooth Convex Optimization over Networks
  7 Jul 2020 0 repositories listed
• A Federated F-score Based Ensemble Model for Automatic Rule Extraction
  7 Jul 2020 0 repositories listed