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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 63 of 68: papers 6,201 to 6,300 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.

• Bias-Variance Reduced Local SGD for Less Heterogeneous Federated Learning
  5 Feb 2021 0 repositories listed
• DEAL: Decremental Energy-Aware Learning in a Federated System
  5 Feb 2021 0 repositories listed
• Federated Learning on the Road: Autonomous Controller Design for Connected and Autonomous Vehicles
  5 Feb 2021 0 repositories listed
• Generalization Bounds for Noisy Iterative Algorithms Using Properties of Additive Noise Channels
  5 Feb 2021 0 repositories listed
• SAFELearning: Enable Backdoor Detectability In Federated Learning With Secure Aggregation
  4 Feb 2021 0 repositories listed
• Semi-Synchronous Federated Learning for Energy-Efficient Training and Accelerated Convergence in Cross-Silo Settings
  4 Feb 2021 0 repositories listed
• A Bayesian Federated Learning Framework with Online Laplace Approximation
  3 Feb 2021 0 repositories listed
• Provably Secure Federated Learning against Malicious Clients
  3 Feb 2021 0 repositories listed
• Applications of Federated Learning in Smart Cities: Recent Advances, Taxonomy, and Open Challenges
  2 Feb 2021 0 repositories listed
• Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning
  1 Feb 2021 0 repositories listed
• Decentralized Federated Learning Preserves Model and Data Privacy
  1 Feb 2021 0 repositories listed
• Scaling Federated Learning for Fine-tuning of Large Language Models
  1 Feb 2021 0 repositories listed
• A_Blockchain-Based_Decentralized_Federated_Learning_Framework_with_Committee_Consensus
  31 Jan 2021 0 repositories listed
• On Data Efficiency of Meta-learning
  30 Jan 2021 0 repositories listed
• Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis
  29 Jan 2021 0 repositories listed
• Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization
  28 Jan 2021 0 repositories listed
• Differential Privacy Meets Federated Learning under Communication Constraints
  28 Jan 2021 0 repositories listed
• Self-supervised Cross-silo Federated Neural Architecture Search
  28 Jan 2021 0 repositories listed
• Accuracy and Privacy Evaluations of Collaborative Data Analysis
  27 Jan 2021 0 repositories listed
• Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning
  27 Jan 2021 0 repositories listed
• Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks
  27 Jan 2021 0 repositories listed
• FedH2L: Federated Learning with Model and Statistical Heterogeneity
  27 Jan 2021 0 repositories listed
• Transparent Contribution Evaluation for Secure Federated Learning on Blockchain
  26 Jan 2021 0 repositories listed
• Adaptive Scheduling for Machine Learning Tasks over Networks
  25 Jan 2021 0 repositories listed
• Failure Prediction in Production Line Based on Federated Learning: An Empirical Study
  25 Jan 2021 0 repositories listed
• Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation
  24 Jan 2021 0 repositories listed
• Vertical federated learning based on DFP and BFGS
  23 Jan 2021 0 repositories listed
• Sum-Rate-Distortion Function for Indirect Multiterminal Source Coding in Federated Learning
  21 Jan 2021 0 repositories listed
• Time-Correlated Sparsification for Communication-Efficient Federated Learning
  21 Jan 2021 0 repositories listed
• FedNS: Improving Federated Learning for collaborative image classification on mobile clients
  20 Jan 2021 0 repositories listed
• Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge
  19 Jan 2021 0 repositories listed
• Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation
  18 Jan 2021 0 repositories listed
• Detection of Insider Attacks in Distributed Projected Subgradient Algorithms
  18 Jan 2021 0 repositories listed
• Federated Learning Based Proactive Handover in Millimeter-wave Vehicular Networks
  18 Jan 2021 0 repositories listed
• Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary
  18 Jan 2021 0 repositories listed
• Privacy-Preserving Learning of Human Activity Predictors in Smart Environments
  17 Jan 2021 0 repositories listed
• Probabilistic Inference for Learning from Untrusted Sources
  15 Jan 2021 0 repositories listed
• Federated Learning: Opportunities and Challenges
  14 Jan 2021 0 repositories listed
• Towards Energy Efficient Federated Learning over 5G+ Mobile Devices
  13 Jan 2021 0 repositories listed
• FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots
  11 Jan 2021 0 repositories listed
• On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
  11 Jan 2021 0 repositories listed
• Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks
  10 Jan 2021 0 repositories listed
• DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning
  8 Jan 2021 0 repositories listed
• Architectural Patterns for the Design of Federated Learning Systems
  7 Jan 2021 0 repositories listed
• Federated Learning over Noisy Channels: Convergence Analysis and Design Examples
  6 Jan 2021 0 repositories listed
• Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation
  4 Jan 2021 0 repositories listed
• Federated Learning-Based Risk-Aware Decision toMitigate Fake Task Impacts on CrowdsensingPlatforms
  4 Jan 2021 0 repositories listed
• Fusion of Federated Learning and Industrial Internet of Things: A Survey
  4 Jan 2021 0 repositories listed
• A Stochastic Gradient Langevin Dynamics Algorithm For Noise Intrinsic Federated Learning
  1 Jan 2021 0 repositories listed
• BAFFLE: TOWARDS RESOLVING FEDERATED LEARNING’S DILEMMA - THWARTING BACKDOOR AND INFERENCE ATTACKS
  1 Jan 2021 0 repositories listed
• CAFE: Catastrophic Data Leakage in Federated Learning
  1 Jan 2021 0 repositories listed
• D2p-fed:Differentially Private Federated Learning with Efficient Communication
  1 Jan 2021 0 repositories listed
• Delay-Tolerant Local SGD for Efficient Distributed Training
  1 Jan 2021 0 repositories listed
• Dynamic Federated Learning-Based Economic Framework for Internet-of-Vehicles
  1 Jan 2021 0 repositories listed
• End-to-End on-device Federated Learning: A case study
  1 Jan 2021 0 repositories listed
• Ensemble Attention Distillation for Privacy-Preserving Federated Learning
  1 Jan 2021 0 repositories listed
• F^2ed-Learning: Good Fences Make Good Neighbors
  1 Jan 2021 0 repositories listed
• Federated Averaging as Expectation Maximization
  1 Jan 2021 0 repositories listed
• Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective Alignment
  1 Jan 2021 0 repositories listed
• Federated learning using mixture of experts
  1 Jan 2021 0 repositories listed
• Federated Learning with Decoupled Probabilistic-Weighted Gradient Aggregation
  1 Jan 2021 0 repositories listed
• FedMes: Speeding Up Federated Learning with Multiple Edge Servers
  1 Jan 2021 0 repositories listed
• Few-Round Learning for Federated Learning
  1 Jan 2021 0 repositories listed
• Practical Locally Private Federated Learning with Communication Efficiency
  1 Jan 2021 0 repositories listed
• Robust Federated Learning for Neural Networks
  1 Jan 2021 0 repositories listed
• Secure Federated Learning of User Verification Models
  1 Jan 2021 0 repositories listed
• Sself: Robust Federated Learning against Stragglers and Adversaries
  1 Jan 2021 0 repositories listed
• Bayesian Federated Learning over Wireless Networks
  31 Dec 2020 0 repositories listed
• Timely Communication in Federated Learning
  31 Dec 2020 0 repositories listed
• Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing
  28 Dec 2020 0 repositories listed
• Straggler-Resilient Federated Learning: Leveraging the Interplay Between Statistical Accuracy and System Heterogeneity
  28 Dec 2020 0 repositories listed
• Federated Unlearning
  27 Dec 2020 0 repositories listed
• Decentralized Federated Learning via Mutual Knowledge Transfer
  24 Dec 2020 0 repositories listed
• Comparison of Privacy-Preserving Distributed Deep Learning Methods in Healthcare
  23 Dec 2020 0 repositories listed
• To Talk or to Work: Flexible Communication Compression for Energy Efficient Federated Learning over Heterogeneous Mobile Edge Devices
  22 Dec 2020 0 repositories listed
• Turn Signal Prediction: A Federated Learning Case Study
  22 Dec 2020 0 repositories listed
• Energy Efficient Federated Learning over Heterogeneous Mobile Devices via Joint Design of Weight Quantization and Wireless Transmission
  21 Dec 2020 0 repositories listed
• Toward Understanding the Influence of Individual Clients in Federated Learning
  20 Dec 2020 0 repositories listed
• Fairness and Accuracy in Federated Learning
  18 Dec 2020 0 repositories listed
• FedADC: Accelerated Federated Learning with Drift Control
  16 Dec 2020 0 repositories listed
• More Industry-friendly: Federated Learning with High Efficient Design
  16 Dec 2020 0 repositories listed
• CosSGD: Communication-Efficient Federated Learning with a Simple Cosine-Based Quantization
  15 Dec 2020 0 repositories listed
• Cost-Effective Federated Learning Design
  15 Dec 2020 0 repositories listed
• FedeRank: User Controlled Feedback with Federated Recommender Systems
  15 Dec 2020 0 repositories listed
• Towards open and expandable cognitive AI architectures for large-scale multi-agent human-robot collaborative learning
  15 Dec 2020 0 repositories listed
• Bandit-based Communication-Efficient Client Selection Strategies for Federated Learning
  14 Dec 2020 0 repositories listed
• Federated Learning under Importance Sampling
  14 Dec 2020 0 repositories listed
• Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters
  14 Dec 2020 0 repositories listed
• Privacy-preserving Decentralized Aggregation for Federated Learning
  13 Dec 2020 0 repositories listed
• Achieving Security and Privacy in Federated Learning Systems: Survey, Research Challenges and Future Directions
  12 Dec 2020 0 repositories listed
• Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning
  11 Dec 2020 0 repositories listed
• Analysis and Optimal Edge Assignment For Hierarchical Federated Learning on Non-IID Data
  10 Dec 2020 0 repositories listed
• Communication-Computation Efficient Secure Aggregation for Federated Learning
  10 Dec 2020 0 repositories listed
• Privacy-preserving medical image analysis
  10 Dec 2020 0 repositories listed
• Accurate and Fast Federated Learning via IID and Communication-Aware Grouping
  9 Dec 2020 0 repositories listed
• GraphFL: A Federated Learning Framework for Semi-Supervised Node Classification on Graphs
  8 Dec 2020 0 repositories listed
• Poisoning Semi-supervised Federated Learning via Unlabeled Data: Attacks and Defenses
  8 Dec 2020 0 repositories listed
• Design and Analysis of Uplink and Downlink Communications for Federated Learning
  7 Dec 2020 0 repositories listed
• Dynamic Clustering in Federated Learning
  7 Dec 2020 0 repositories listed
• Faster Non-Convex Federated Learning via Global and Local Momentum
  7 Dec 2020 0 repositories listed