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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 66 of 68: papers 6,501 to 6,600 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.

• Backdoor attacks and defenses in feature-partitioned collaborative learning
  7 Jul 2020 0 repositories listed
• Coded Computing for Federated Learning at the Edge
  7 Jul 2020 0 repositories listed
• Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data
  7 Jul 2020 0 repositories listed
• Sharing Models or Coresets: A Study based on Membership Inference Attack
  6 Jul 2020 0 repositories listed
• Delay Minimization for Federated Learning Over Wireless Communication Networks
  5 Jul 2020 0 repositories listed
• Experiments of Federated Learning for COVID-19 Chest X-ray Images
  5 Jul 2020 0 repositories listed
• Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning
  3 Jul 2020 0 repositories listed
• Privacy Threats Against Federated Matrix Factorization
  3 Jul 2020 0 repositories listed
• Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
  2 Jul 2020 0 repositories listed
• FDA3 : Federated Defense Against Adversarial Attacks for Cloud-Based IIoT Applications
  28 Jun 2020 0 repositories listed
• Local Stochastic Approximation: A Unified View of Federated Learning and Distributed Multi-Task Reinforcement Learning Algorithms
  24 Jun 2020 0 repositories listed
• Security and Privacy Preserving Deep Learning
  23 Jun 2020 0 repositories listed
• Byzantine-Resilient High-Dimensional Federated Learning
  22 Jun 2020 0 repositories listed
• Exact Support Recovery in Federated Regression with One-shot Communication
  22 Jun 2020 0 repositories listed
• D2P-Fed: Differentially Private Federated Learning With Efficient Communication
  22 Jun 2020 0 repositories listed
• Scheduling Policy and Power Allocation for Federated Learning in NOMA Based MEC
  21 Jun 2020 0 repositories listed
• DEED: A General Quantization Scheme for Communication Efficiency in Bits
  19 Jun 2020 0 repositories listed
• FedFMC: Sequential Efficient Federated Learning on Non-iid Data
  19 Jun 2020 0 repositories listed
• Federated Learning With Quantized Global Model Updates
  18 Jun 2020 0 repositories listed
• Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets
  17 Jun 2020 0 repositories listed
• Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup
  17 Jun 2020 0 repositories listed
• Federated Survival Analysis with Discrete-Time Cox Models
  16 Jun 2020 0 repositories listed
• Robust Federated Learning: The Case of Affine Distribution Shifts
  16 Jun 2020 0 repositories listed
• Fusion Learning: A One Shot Federated Learning
  15 Jun 2020 0 repositories listed
• Backdoor Attacks on Federated Meta-Learning
  12 Jun 2020 0 repositories listed
• Federated and continual learning for classification tasks in a society of devices
  12 Jun 2020 0 repositories listed
• An Accurate, Scalable and Verifiable Protocol for Federated Differentially Private Averaging
  12 Jun 2020 0 repositories listed
• FLeet: Online Federated Learning via Staleness Awareness and Performance Prediction
  12 Jun 2020 0 repositories listed
• Characterizing Impacts of Heterogeneity in Federated Learning upon Large-Scale Smartphone Data
  12 Jun 2020 0 repositories listed
• Towards Flexible Device Participation in Federated Learning
  12 Jun 2020 0 repositories listed
• Understanding Unintended Memorization in Federated Learning
  12 Jun 2020 0 repositories listed
• SECure: A Social and Environmental Certificate for AI Systems
  11 Jun 2020 0 repositories listed
• Distributed Learning on Heterogeneous Resource-Constrained Devices
  9 Jun 2020 0 repositories listed
• XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
  9 Jun 2020 0 repositories listed
• Attacks to Federated Learning: Responsive Web User Interface to Recover Training Data from User Gradients
  8 Jun 2020 0 repositories listed
• From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks
  7 Jun 2020 0 repositories listed
• LDP-Fed: Federated Learning with Local Differential Privacy
  5 Jun 2020 0 repositories listed
• Federated Learning for 6G Communications: Challenges, Methods, and Future Directions
  4 Jun 2020 0 repositories listed
• Wireless Communications for Collaborative Federated Learning
  3 Jun 2020 0 repositories listed
• Federated Learning in Vehicular Networks
  2 Jun 2020 0 repositories listed
• Secure Sum Outperforms Homomorphic Encryption in (Current) Collaborative Deep Learning
  2 Jun 2020 0 repositories listed
• Federated Face Presentation Attack Detection
  29 May 2020 0 repositories listed
• Towards Efficient Scheduling of Federated Mobile Devices under Computational and Statistical Heterogeneity
  25 May 2020 0 repositories listed
• MVStylizer: An Efficient Edge-Assisted Video Photorealistic Style Transfer System for Mobile Phones
  24 May 2020 0 repositories listed
• Reliability and Performance Assessment of Federated Learning on Clinical Benchmark Data
  24 May 2020 0 repositories listed
• Global Multiclass Classification and Dataset Construction via Heterogeneous Local Experts
  21 May 2020 0 repositories listed
• Training Keyword Spotting Models on Non-IID Data with Federated Learning
  21 May 2020 0 repositories listed
• Federated Learning for Hybrid Beamforming in mm-Wave Massive MIMO
  20 May 2020 0 repositories listed
• Large-Scale Secure XGB for Vertical Federated Learning
  18 May 2020 0 repositories listed
• Efficient Federated Learning over Multiple Access Channel with Differential Privacy Constraints
  15 May 2020 0 repositories listed
• Federated Recommendation System via Differential Privacy
  14 May 2020 0 repositories listed
• Industrial Federated Learning -- Requirements and System Design
  14 May 2020 0 repositories listed
• A Secure Federated Learning Framework for 5G Networks
  12 May 2020 0 repositories listed
• FedSplit: An algorithmic framework for fast federated optimization
  11 May 2020 0 repositories listed
• Efficient Privacy Preserving Edge Computing Framework for Image Classification
  10 May 2020 0 repositories listed
• Intracranial Hemorrhage Detection Using Neural Network Based Methods With Federated Learning
  10 May 2020 0 repositories listed
• Cloud-based Federated Boosting for Mobile Crowdsensing
  9 May 2020 0 repositories listed
• A Federated Learning Framework for Healthcare IoT devices
  7 May 2020 0 repositories listed
• Federated Generative Adversarial Learning
  7 May 2020 0 repositories listed
• Information-Theoretic Bounds on the Generalization Error and Privacy Leakage in Federated Learning
  5 May 2020 0 repositories listed
• Differentially Private Federated Learning with Laplacian Smoothing
  1 May 2020 0 repositories listed
• Towards Ubiquitous AI in 6G with Federated Learning
  26 Apr 2020 0 repositories listed
• A Review of Privacy-preserving Federated Learning for the Internet-of-Things
  24 Apr 2020 0 repositories listed
• Federated learning with hierarchical clustering of local updates to improve training on non-IID data
  24 Apr 2020 0 repositories listed
• StochaLM: a Stochastic alternate Linearization Method for distributed optimization
  23 Apr 2020 0 repositories listed
• Hierarchically Fair Federated Learning
  22 Apr 2020 0 repositories listed
• Lottery Hypothesis based Unsupervised Pre-training for Model Compression in Federated Learning
  21 Apr 2020 0 repositories listed
• Data Poisoning Attacks on Federated Machine Learning
  19 Apr 2020 0 repositories listed
• Local Differential Privacy based Federated Learning for Internet of Things
  19 Apr 2020 0 repositories listed
• Asymmetrical Vertical Federated Learning
  16 Apr 2020 0 repositories listed
• Communication Efficient Federated Learning with Energy Awareness over Wireless Networks
  15 Apr 2020 0 repositories listed
• Secure Federated Learning in 5G Mobile Networks
  14 Apr 2020 0 repositories listed
• Decentralized Differentially Private Segmentation with PATE
  10 Apr 2020 0 repositories listed
• Client Selection and Bandwidth Allocation in Wireless Federated Learning Networks: A Long-Term Perspective
  9 Apr 2020 0 repositories listed
• Federated Multi-view Matrix Factorization for Personalized Recommendations
  8 Apr 2020 0 repositories listed
• Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach
  8 Apr 2020 0 repositories listed
• Evaluating the Communication Efficiency in Federated Learning Algorithms
  6 Apr 2020 0 repositories listed
• From Local SGD to Local Fixed-Point Methods for Federated Learning
  3 Apr 2020 0 repositories listed
• An Overview of Federated Deep Learning Privacy Attacks and Defensive Strategies
  1 Apr 2020 0 repositories listed
• Concentrated Differentially Private and Utility Preserving Federated Learning
  30 Mar 2020 0 repositories listed
• Differentially Private Federated Learning for Resource-Constrained Internet of Things
  28 Mar 2020 0 repositories listed
• Federated Residual Learning
  28 Mar 2020 0 repositories listed
• FedSel: Federated SGD under Local Differential Privacy with Top-k Dimension Selection
  24 Mar 2020 0 repositories listed
• Learn to Forget: Machine Unlearning via Neuron Masking
  24 Mar 2020 0 repositories listed
• Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning
  21 Mar 2020 0 repositories listed
• FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning
  20 Mar 2020 0 repositories listed
• Federated Learning for Task and Resource Allocation in Wireless High Altitude Balloon Networks
  19 Mar 2020 0 repositories listed
• Survey of Personalization Techniques for Federated Learning
  19 Mar 2020 0 repositories listed
• A Compressive Sensing Approach for Federated Learning over Massive MIMO Communication Systems
  18 Mar 2020 0 repositories listed
• The Future of Digital Health with Federated Learning
  18 Mar 2020 0 repositories listed
• Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory
  9 Mar 2020 0 repositories listed
• FedLoc: Federated Learning Framework for Data-Driven Cooperative Localization and Location Data Processing
  8 Mar 2020 0 repositories listed
• Practical Privacy Preserving POI Recommendation
  5 Mar 2020 0 repositories listed
• Gradient Statistics Aware Power Control for Over-the-Air Federated Learning
  4 Mar 2020 0 repositories listed
• Real-time Federated Evolutionary Neural Architecture Search
  4 Mar 2020 0 repositories listed
• Threats to Federated Learning: A Survey
  4 Mar 2020 0 repositories listed
• Buffered Asynchronous SGD for Byzantine Learning
  2 Mar 2020 0 repositories listed
• User-Level Privacy-Preserving Federated Learning: Analysis and Performance Optimization
  29 Feb 2020 0 repositories listed
• An On-Device Federated Learning Approach for Cooperative Model Update between Edge Devices
  27 Feb 2020 0 repositories listed
• Towards Utilizing Unlabeled Data in Federated Learning: A Survey and Prospective
  26 Feb 2020 0 repositories listed