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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 57 of 68: papers 5,601 to 5,700 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.

• Hierarchical Over-the-Air Federated Edge Learning
  21 Dec 2021 0 repositories listed
• On-the-fly Resource-Aware Model Aggregation for Federated Learning in Heterogeneous Edge
  21 Dec 2021 0 repositories listed
• Tackling System and Statistical Heterogeneity for Federated Learning with Adaptive Client Sampling
  21 Dec 2021 0 repositories listed
• Certified Federated Adversarial Training
  20 Dec 2021 0 repositories listed
• Semi-Decentralized Federated Edge Learning with Data and Device Heterogeneity
  20 Dec 2021 0 repositories listed
• FedNI: Federated Graph Learning with Network Inpainting for Population-Based Disease Prediction
  19 Dec 2021 0 repositories listed
• Cross-Domain Federated Learning in Medical Imaging
  18 Dec 2021 0 repositories listed
• CodedPaddedFL and CodedSecAgg: Straggler Mitigation and Secure Aggregation in Federated Learning
  16 Dec 2021 0 repositories listed
• DISTREAL: Distributed Resource-Aware Learning in Heterogeneous Systems
  16 Dec 2021 0 repositories listed
• Quality monitoring of federated Covid-19 lesion segmentation
  16 Dec 2021 0 repositories listed
• Communication-Efficient Distributed SGD with Compressed Sensing
  15 Dec 2021 0 repositories listed
• Data Valuation for Vertical Federated Learning: A Model-free and Privacy-preserving Method
  15 Dec 2021 0 repositories listed
• FLoRA: Single-shot Hyper-parameter Optimization for Federated Learning
  15 Dec 2021 0 repositories listed
• LoSAC: An Efficient Local Stochastic Average Control Method for Federated Optimization
  15 Dec 2021 0 repositories listed
• Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors
  13 Dec 2021 0 repositories listed
• Optimal Rate Adaption in Federated Learning with Compressed Communications
  13 Dec 2021 0 repositories listed
• Communication-Efficient Federated Learning for Neural Machine Translation
  12 Dec 2021 0 repositories listed
• Efficient and Reliable Overlay Networks for Decentralized Federated Learning
  12 Dec 2021 0 repositories listed
• Efficient Device Scheduling with Multi-Job Federated Learning
  11 Dec 2021 0 repositories listed
• FedSoft: Soft Clustered Federated Learning with Proximal Local Updating
  11 Dec 2021 0 repositories listed
• Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning
  11 Dec 2021 0 repositories listed
• Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
  10 Dec 2021 0 repositories listed
• Federated Two-stage Learning with Sign-based Voting
  10 Dec 2021 0 repositories listed
• Sequence-level self-learning with multiple hypotheses
  10 Dec 2021 0 repositories listed
• Efficient Batch Homomorphic Encryption for Vertically Federated XGBoost
  8 Dec 2021 0 repositories listed
• Location Leakage in Federated Signal Maps
  7 Dec 2021 0 repositories listed
• Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding
  5 Dec 2021 0 repositories listed
• Intrinisic Gradient Compression for Federated Learning
  5 Dec 2021 0 repositories listed
• Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks
  5 Dec 2021 0 repositories listed
• How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning
  2 Dec 2021 0 repositories listed
• AdaSplit: Adaptive Trade-offs for Resource-constrained Distributed Deep Learning
  2 Dec 2021 0 repositories listed
• Context-Aware Online Client Selection for Hierarchical Federated Learning
  2 Dec 2021 0 repositories listed
• Deep Transfer Learning: A Novel Collaborative Learning Model for Cyberattack Detection Systems in IoT Networks
  2 Dec 2021 0 repositories listed
• FedRAD: Federated Robust Adaptive Distillation
  2 Dec 2021 0 repositories listed
• Personalized Federated Learning of Driver Prediction Models for Autonomous Driving
  2 Dec 2021 0 repositories listed
• Boosting with Multiple Sources
  1 Dec 2021 0 repositories listed
• Breaking the centralized barrier for cross-device federated learning
  1 Dec 2021 0 repositories listed
• Compare Where It Matters: Using Layer-Wise Regularization To Improve Federated Learning on Heterogeneous Data
  1 Dec 2021 0 repositories listed
• Delayed Gradient Averaging: Tolerate the Communication Latency for Federated Learning
  1 Dec 2021 0 repositories listed
• FedDR – Randomized Douglas-Rachford Splitting Algorithms for Nonconvex Federated Composite Optimization
  1 Dec 2021 0 repositories listed
• Federated-EM with heterogeneity mitigation and variance reduction
  1 Dec 2021 0 repositories listed
• Federated Split Task-Agnostic Vision Transformer for COVID-19 CXR Diagnosis
  1 Dec 2021 0 repositories listed
• Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
  1 Dec 2021 0 repositories listed
• IndicFed: A Federated Approach for Sentiment Analysis in Indic Languages
  1 Dec 2021 0 repositories listed
• Models of fairness in federated learning
  1 Dec 2021 0 repositories listed
• PartialFed: Cross-Domain Personalized Federated Learning via Partial Initialization
  1 Dec 2021 0 repositories listed
• Public Data-Assisted Mirror Descent for Private Model Training
  1 Dec 2021 0 repositories listed
• Sageflow: Robust Federated Learning against Both Stragglers and Adversaries
  1 Dec 2021 0 repositories listed
• Communication-Efficient Federated Learning via Quantized Compressed Sensing
  30 Nov 2021 0 repositories listed
• Contextual Combinatorial Multi-output GP Bandits with Group Constraints
  29 Nov 2021 0 repositories listed
• Efficient Federated Learning for AIoT Applications Using Knowledge Distillation
  29 Nov 2021 0 repositories listed
• FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization
  29 Nov 2021 0 repositories listed
• Robust Federated Learning for execution time-based device model identification under label-flipping attack
  29 Nov 2021 0 repositories listed
• Fed2: Feature-Aligned Federated Learning
  28 Nov 2021 0 repositories listed
• Resource-Aware Asynchronous Online Federated Learning for Nonlinear Regression
  27 Nov 2021 0 repositories listed
• An Optimization Framework for Federated Edge Learning
  26 Nov 2021 0 repositories listed
• Dynamic Network-Assisted D2D-Aided Coded Distributed Learning
  26 Nov 2021 0 repositories listed
• Non-IID data and Continual Learning processes in Federated Learning: A long road ahead
  26 Nov 2021 0 repositories listed
• FedDropoutAvg: Generalizable federated learning for histopathology image classification
  25 Nov 2021 0 repositories listed
• ExPLoit: Extracting Private Labels in Split Learning
  25 Nov 2021 0 repositories listed
• On-Board Federated Learning for Dense LEO Constellations
  24 Nov 2021 0 repositories listed
• Forget-SVGD: Particle-Based Bayesian Federated Unlearning
  23 Nov 2021 0 repositories listed
• Jointly Learning from Decentralized (Federated) and Centralized Data to Mitigate Distribution Shift
  23 Nov 2021 0 repositories listed
• FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning
  22 Nov 2021 0 repositories listed
• Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability
  22 Nov 2021 0 repositories listed
• Decentralized Unsupervised Learning of Visual Representations
  21 Nov 2021 0 repositories listed
• Federated Social Recommendation with Graph Neural Network
  21 Nov 2021 0 repositories listed
• Federated Learning with Domain Generalization
  20 Nov 2021 0 repositories listed
• Incentive Mechanisms for Federated Learning: From Economic and Game Theoretic Perspective
  20 Nov 2021 0 repositories listed
• Satellite Based Computing Networks with Federated Learning
  20 Nov 2021 0 repositories listed
• An Expectation-Maximization Perspective on Federated Learning
  19 Nov 2021 0 repositories listed
• Client Selection in Federated Learning based on Gradients Importance
  19 Nov 2021 0 repositories listed
• Over-the-Air Federated Learning with Retransmissions (Extended Version)
  19 Nov 2021 0 repositories listed
• A Vertical Federated Learning Method For Multi-Institutional Credit Scoring: MICS
  17 Nov 2021 0 repositories listed
• FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps
  17 Nov 2021 0 repositories listed
• Privacy-preserving Federated Learning for Residential Short Term Load Forecasting
  17 Nov 2021 0 repositories listed
• A Parameter Aggregation Strategy on Personalized Federated Learning
  16 Nov 2021 0 repositories listed
• FedCostWAvg: A new averaging for better Federated Learning
  16 Nov 2021 0 repositories listed
• Federated Learning for Smart Healthcare: A Survey
  16 Nov 2021 0 repositories listed
• FedParsing: a Semi-Supervised Federated Learning Model on Semantic Parsing
  16 Nov 2021 0 repositories listed
• HADFL: Heterogeneity-aware Decentralized Federated Learning Framework
  16 Nov 2021 0 repositories listed
• On-Demand Unlabeled Personalized Federated Learning
  16 Nov 2021 0 repositories listed
• Learning Tokenization in Private Federated Learning with Sub-Word Model Sampling
  16 Nov 2021 0 repositories listed
• Wyner-Ziv Gradient Compression for Federated Learning
  16 Nov 2021 0 repositories listed
• Federated Learning for Internet of Things: Applications, Challenges, and Opportunities
  15 Nov 2021 0 repositories listed
• On the Tradeoff between Energy, Precision, and Accuracy in Federated Quantized Neural Networks
  15 Nov 2021 0 repositories listed
• Edge-Native Intelligence for 6G Communications Driven by Federated Learning: A Survey of Trends and Challenges
  14 Nov 2021 0 repositories listed
• Federated Learning with Hyperparameter-based Clustering for Electrical Load Forecasting
  14 Nov 2021 0 repositories listed
• Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture
  14 Nov 2021 0 repositories listed
• An Energy Consumption Model for Electrical Vehicle Networks via Extended Federated-learning
  13 Nov 2021 0 repositories listed
• Hierarchical Bayesian Bandits
  12 Nov 2021 0 repositories listed
• Fairness, Integrity, and Privacy in a Scalable Blockchain-based Federated Learning System
  11 Nov 2021 0 repositories listed
• FedGreen: Federated Learning with Fine-Grained Gradient Compression for Green Mobile Edge Computing
  11 Nov 2021 0 repositories listed
• DACFL: Dynamic Average Consensus Based Federated Learning in Decentralized Topology
  10 Nov 2021 0 repositories listed
• Data privacy protection in microscopic image analysis for material data mining
  9 Nov 2021 0 repositories listed
• DP-REC: Private & Communication-Efficient Federated Learning
  9 Nov 2021 0 repositories listed
• The Internet of Federated Things (IoFT): A Vision for the Future and In-depth Survey of Data-driven Approaches for Federated Learning
  9 Nov 2021 0 repositories listed
• Unified Group Fairness on Federated Learning
  9 Nov 2021 0 repositories listed
• Papaya: Practical, Private, and Scalable Federated Learning
  8 Nov 2021 0 repositories listed
• DQRE-SCnet: A novel hybrid approach for selecting users in Federated Learning with Deep-Q-Reinforcement Learning based on Spectral Clustering
  7 Nov 2021 0 repositories listed