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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 59 of 68: papers 5,801 to 5,900 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.

• Agnostic Personalized Federated Learning with Kernel Factorization
  29 Sep 2021 0 repositories listed
• α-Weighted Federated Adversarial Training
  29 Sep 2021 0 repositories listed
• An Agnostic Approach to Federated Learning with Class Imbalance
  29 Sep 2021 0 repositories listed
• Automatic Tuning of Federated Learning Hyper-Parameters from System Perspective
  29 Sep 2021 0 repositories listed
• Bit-aware Randomized Response for Local Differential Privacy in Federated Learning
  29 Sep 2021 0 repositories listed
• Certified Robustness for Free in Differentially Private Federated Learning
  29 Sep 2021 0 repositories listed
• Coordinated Attacks Against Federated Learning: A Multi-Agent Reinforcement Learning Approach
  29 Sep 2021 0 repositories listed
• Demystifying Hyperparameter Optimization in Federated Learning
  29 Sep 2021 0 repositories listed
• Distributed Skellam Mechanism: a Novel Approach to Federated Learning with Differential Privacy
  29 Sep 2021 0 repositories listed
• Diurnal or Nocturnal? Federated Learning of Multi-branch Networks from Periodically Shifting Distributions
  29 Sep 2021 0 repositories listed
• Diverse Client Selection for Federated Learning via Submodular Maximization
  29 Sep 2021 0 repositories listed
• EP-GAN: Unsupervised Federated Learning with Expectation-Propagation Prior GAN
  29 Sep 2021 0 repositories listed
• Fairness-aware Federated Learning
  29 Sep 2021 0 repositories listed
• FedDiscrete: A Secure Federated Learning Algorithm Against Weight Poisoning
  29 Sep 2021 0 repositories listed
• FedDrop: Trajectory-weighted Dropout for Efficient Federated Learning
  29 Sep 2021 0 repositories listed
• Federated Contrastive Representation Learning with Feature Fusion and Neighborhood Matching
  29 Sep 2021 0 repositories listed
• Federated Inference through Aligning Local Representations and Learning a Consensus Graph
  29 Sep 2021 0 repositories listed
• FEDERATED LEARNING FRAMEWORK BASED ON TRIMMED MEAN AGGREGATION RULES
  29 Sep 2021 0 repositories listed
• Federated Learning with Data-Agnostic Distribution Fusion
  29 Sep 2021 0 repositories listed
• Towards Communication-Efficient and Privacy-Preserving Federated Representation Learning
  29 Sep 2021 0 repositories listed
• FedMorph: Communication Efficient Federated Learning via Morphing Neural Network
  29 Sep 2021 0 repositories listed
• FedNAS: Federated Deep Learning via Neural Architecture Search
  29 Sep 2021 0 repositories listed
• FEVERLESS: Fast and Secure Vertical Federated Learning based on XGBoost for Decentralized Labels
  29 Sep 2021 0 repositories listed
• FLBoost: On-the-Fly Fine-tuning Boosts Federated Learning via Data-free Distillation
  29 Sep 2021 0 repositories listed
• FSL: Federated Supermask Learning
  29 Sep 2021 0 repositories listed
• Hybrid Local SGD for Federated Learning with Heterogeneous Communications
  29 Sep 2021 0 repositories listed
• Inference-Time Personalized Federated Learning
  29 Sep 2021 0 repositories listed
• Iterative Sketching and its Application to Federated Learning
  29 Sep 2021 0 repositories listed
• LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning
  29 Sep 2021 0 repositories listed
• On Heterogeneously Distributed Data, Sparsity Matters
  29 Sep 2021 0 repositories listed
• Personalized Heterogeneous Federated Learning with Gradient Similarity
  29 Sep 2021 0 repositories listed
• Personalized Neural Architecture Search for Federated Learning
  29 Sep 2021 0 repositories listed
• Picking Daisies in Private: Federated Learning from Small Datasets
  29 Sep 2021 0 repositories listed
• Positive and Unlabeled Federated Learning
  29 Sep 2021 0 repositories listed
• Practical and Private Heterogeneous Federated Learning
  29 Sep 2021 0 repositories listed
• Predictive Maintenance for Optical Networks in Robust Collaborative Learning
  29 Sep 2021 0 repositories listed
• Provable Federated Adversarial Learning via Min-max Optimization
  29 Sep 2021 0 repositories listed
• Rethinking Client Reweighting for Selfish Federated Learning
  29 Sep 2021 0 repositories listed
• Robust and Personalized Federated Learning with Spurious Features: an Adversarial Approach
  29 Sep 2021 0 repositories listed
• RVFR: Robust Vertical Federated Learning via Feature Subspace Recovery
  29 Sep 2021 0 repositories listed
• Scalable Robust Federated Learning with Provable Security Guarantees
  29 Sep 2021 0 repositories listed
• Secure Byzantine-Robust Federated Learning with Dimension-free Error
  29 Sep 2021 0 repositories listed
• Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems
  29 Sep 2021 0 repositories listed
• Towards Generalizable Personalized Federated Learning with Adaptive Local Adaptation
  29 Sep 2021 0 repositories listed
• Unsupervised Federated Learning is Possible
  29 Sep 2021 0 repositories listed
• ZeroSARAH: Efficient Nonconvex Finite-Sum Optimization with Zero Full Gradient Computations
  29 Sep 2021 0 repositories listed
• Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources
  28 Sep 2021 0 repositories listed
• Private Language Model Adaptation for Speech Recognition
  28 Sep 2021 0 repositories listed
• Federated Deep Learning with Bayesian Privacy
  27 Sep 2021 0 repositories listed
• AsySQN: Faster Vertical Federated Learning Algorithms with Better Computation Resource Utilization
  26 Sep 2021 0 repositories listed
• MixNN: Protection of Federated Learning Against Inference Attacks by Mixing Neural Network Layers
  26 Sep 2021 0 repositories listed
• SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning
  24 Sep 2021 0 repositories listed
• Improving Fairness for Data Valuation in Horizontal Federated Learning
  19 Sep 2021 0 repositories listed
• Splitfed learning without client-side synchronization: Analyzing client-side split network portion size to overall performance
  19 Sep 2021 0 repositories listed
• Toward Efficient Federated Learning in Multi-Channeled Mobile Edge Network with Layerd Gradient Compression
  18 Sep 2021 0 repositories listed
• Comfetch: Federated Learning of Large Networks on Constrained Clients via Sketching
  17 Sep 2021 0 repositories listed
• Enforcing fairness in private federated learning via the modified method of differential multipliers
  17 Sep 2021 0 repositories listed
• Personalized Federated Learning for Heterogeneous Clients with Clustered Knowledge Transfer
  16 Sep 2021 0 repositories listed
• Federated Contrastive Learning for Decentralized Unlabeled Medical Images
  15 Sep 2021 0 repositories listed
• Federated Learning of Molecular Properties with Graph Neural Networks in a Heterogeneous Setting
  15 Sep 2021 0 repositories listed
• Bayesian AirComp with Sign-Alignment Precoding for Wireless Federated Learning
  14 Sep 2021 0 repositories listed
• AMI-FML: A Privacy-Preserving Federated Machine Learning Framework for AMI
  13 Sep 2021 0 repositories listed
• Concept Drift Detection in Federated Networked Systems
  13 Sep 2021 0 repositories listed
• Training Fair Models in Federated Learning without Data Privacy Infringement
  13 Sep 2021 0 repositories listed
• Cost-Effective Federated Learning in Mobile Edge Networks
  12 Sep 2021 0 repositories listed
• Critical Learning Periods in Federated Learning
  12 Sep 2021 0 repositories listed
• Federated Ensemble Model-based Reinforcement Learning in Edge Computing
  12 Sep 2021 0 repositories listed
• FedTriNet: A Pseudo Labeling Method with Three Players for Federated Semi-supervised Learning
  12 Sep 2021 0 repositories listed
• On the Initial Behavior Monitoring Issues in Federated Learning
  11 Sep 2021 0 repositories listed
• Utility Fairness for the Differentially Private Federated Learning
  11 Sep 2021 0 repositories listed
• Multimodal Federated Learning on IoT Data
  10 Sep 2021 0 repositories listed
• Toward Communication Efficient Adaptive Gradient Method
  10 Sep 2021 0 repositories listed
• A distillation-based approach integrating continual learning and federated learning for pervasive services
  9 Sep 2021 0 repositories listed
• An Experimental Study of Class Imbalance in Federated Learning
  9 Sep 2021 0 repositories listed
• Dubhe: Towards Data Unbiasedness with Homomorphic Encryption in Federated Learning Client Selection
  8 Sep 2021 0 repositories listed
• FedZKT: Zero-Shot Knowledge Transfer towards Resource-Constrained Federated Learning with Heterogeneous On-Device Models
  8 Sep 2021 0 repositories listed
• Iterated Vector Fields and Conservatism, with Applications to Federated Learning
  8 Sep 2021 0 repositories listed
• Byzantine-Robust Federated Learning via Credibility Assessment on Non-IID Data
  6 Sep 2021 0 repositories listed
• Generation of Synthetic Electronic Health Records Using a Federated GAN
  6 Sep 2021 0 repositories listed
• On Second-order Optimization Methods for Federated Learning
  6 Sep 2021 0 repositories listed
• A Synergetic Attack against Neural Network Classifiers combining Backdoor and Adversarial Examples
  3 Sep 2021 0 repositories listed
• Ground-Assisted Federated Learning in LEO Satellite Constellations
  3 Sep 2021 0 repositories listed
• Statistical Estimation and Inference via Local SGD in Federated Learning
  3 Sep 2021 0 repositories listed
• Asynchronous Federated Learning for Sensor Data with Concept Drift
  1 Sep 2021 0 repositories listed
• Federated Learning: Issues in Medical Application
  1 Sep 2021 0 repositories listed
• GRP-FED: Addressing Client Imbalance in Federated Learning via Global-Regularized Personalization
  31 Aug 2021 0 repositories listed
• Unit-Modulus Wireless Federated Learning Via Penalty Alternating Minimization
  31 Aug 2021 0 repositories listed
• FedKD: Communication Efficient Federated Learning via Knowledge Distillation
  30 Aug 2021 0 repositories listed
• Canoe : A System for Collaborative Learning for Neural Nets
  27 Aug 2021 0 repositories listed
• Enabling SQL-based Training Data Debugging for Federated Learning
  26 Aug 2021 0 repositories listed
• Federated Reinforcement Learning: Techniques, Applications, and Open Challenges
  26 Aug 2021 0 repositories listed
• PIVODL: Privacy-preserving vertical federated learning over distributed labels
  25 Aug 2021 0 repositories listed
• Data-Free Evaluation of User Contributions in Federated Learning
  24 Aug 2021 0 repositories listed
• Federated Learning for Open Banking
  24 Aug 2021 0 repositories listed
• Federated Learning for Privacy-Preserving Open Innovation Future on Digital Health
  24 Aug 2021 0 repositories listed
• Anarchic Federated Learning
  23 Aug 2021 0 repositories listed
• Federated Learning for UAV Swarms Under Class Imbalance and Power Consumption Constraints
  23 Aug 2021 0 repositories listed
• Personalised Federated Learning: A Combinational Approach
  22 Aug 2021 0 repositories listed
• SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling
  21 Aug 2021 0 repositories listed
• Mobility-Aware Cluster Federated Learning in Hierarchical Wireless Networks
  20 Aug 2021 0 repositories listed