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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 67 of 68: papers 6,601 to 6,700 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.

• Acceleration for Compressed Gradient Descent in Distributed and Federated Optimization
  26 Feb 2020 0 repositories listed
• Federated Learning for Resource-Constrained IoT Devices: Panoramas and State-of-the-art
  25 Feb 2020 0 repositories listed
• Personalized Federated Learning for Intelligent IoT Applications: A Cloud-Edge based Framework
  25 Feb 2020 0 repositories listed
• Stochastic-Sign SGD for Federated Learning with Theoretical Guarantees
  25 Feb 2020 0 repositories listed
• Communication-Efficient Decentralized Learning with Sparsification and Adaptive Peer Selection
  22 Feb 2020 0 repositories listed
• Deep Learning for Ultra-Reliable and Low-Latency Communications in 6G Networks
  22 Feb 2020 0 repositories listed
• FMore: An Incentive Scheme of Multi-dimensional Auction for Federated Learning in MEC
  22 Feb 2020 0 repositories listed
• Anonymizing Data for Privacy-Preserving Federated Learning
  21 Feb 2020 0 repositories listed
• Coded Federated Learning
  21 Feb 2020 0 repositories listed
• Dynamic Federated Learning
  20 Feb 2020 0 repositories listed
• Uncertainty Principle for Communication Compression in Distributed and Federated Learning and the Search for an Optimal Compressor
  20 Feb 2020 0 repositories listed
• Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms
  19 Feb 2020 0 repositories listed
• Personalized Federated Learning: A Meta-Learning Approach
  19 Feb 2020 0 repositories listed
• Distributed Optimization over Block-Cyclic Data
  18 Feb 2020 0 repositories listed
• ResiliNet: Failure-Resilient Inference in Distributed Neural Networks
  18 Feb 2020 0 repositories listed
• Federated Matrix Factorization: Algorithm Design and Application to Data Clustering
  12 Feb 2020 0 repositories listed
• Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning
  11 Feb 2020 0 repositories listed
• Federated Learning of a Mixture of Global and Local Models
  10 Feb 2020 0 repositories listed
• MDLdroid: a ChainSGD-reduce Approach to Mobile Deep Learning for Personal Mobile Sensing
  7 Feb 2020 0 repositories listed
• Faster On-Device Training Using New Federated Momentum Algorithm
  6 Feb 2020 0 repositories listed
• Knowledge Federation: A Unified and Hierarchical Privacy-Preserving AI Framework
  5 Feb 2020 0 repositories listed
• Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases
  3 Feb 2020 0 repositories listed
• Learning to Detect Malicious Clients for Robust Federated Learning
  1 Feb 2020 0 repositories listed
• Multi-Participant Multi-Class Vertical Federated Learning
  30 Jan 2020 0 repositories listed
• Convergence of Update Aware Device Scheduling for Federated Learning at the Wireless Edge
  28 Jan 2020 0 repositories listed
• TiFL: A Tier-based Federated Learning System
  25 Jan 2020 0 repositories listed
• Communication Efficient Federated Learning over Multiple Access Channels
  23 Jan 2020 0 repositories listed
• RPN: A Residual Pooling Network for Efficient Federated Learning
  23 Jan 2020 0 repositories listed
• A Federated Deep Learning Framework for Privacy Preservation and Communication Efficiency
  22 Jan 2020 0 repositories listed
• Convergence Time Optimization for Federated Learning over Wireless Networks
  22 Jan 2020 0 repositories listed
• Overcoming Noisy and Irrelevant Data in Federated Learning
  22 Jan 2020 0 repositories listed
• Intermittent Pulling with Local Compensation for Communication-Efficient Federated Learning
  22 Jan 2020 0 repositories listed
• Stratified cross-validation for unbiased and privacy-preserving federated learning
  22 Jan 2020 0 repositories listed
• Combining Federated and Active Learning for Communication-efficient Distributed Failure Prediction in Aeronautics
  21 Jan 2020 0 repositories listed
• Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach
  14 Jan 2020 0 repositories listed
• Exploiting Unlabeled Data in Smart Cities using Federated Learning
  10 Jan 2020 0 repositories listed
• Federated Learning for Localization: A Privacy-Preserving Crowdsourcing Method
  7 Jan 2020 0 repositories listed
• Acceleration for Compressed Gradient Descent in Distributed Optimization
  1 Jan 2020 0 repositories listed
• Communication-Efficient Federated Learning with Sketching
  1 Jan 2020 0 repositories listed
• FedBoost: A Communication-Efficient Algorithm for Federated Learning
  1 Jan 2020 0 repositories listed
• From Local SGD to Local Fixed Point Methods for Federated Learning
  1 Jan 2020 0 repositories listed
• Instance-hiding Schemes for Private Distributed Learning
  1 Jan 2020 0 repositories listed
• Robust Federated Learning Through Representation Matching and Adaptive Hyper-parameters
  30 Dec 2019 0 repositories listed
• Towards Deep Federated Defenses Against Malware in Cloud Ecosystems
  27 Dec 2019 0 repositories listed
• Cronus: Robust and Heterogeneous Collaborative Learning with Black-Box Knowledge Transfer
  24 Dec 2019 0 repositories listed
• Distributed Fixed Point Methods with Compressed Iterates
  20 Dec 2019 0 repositories listed
• Asynchronous Federated Learning with Differential Privacy for Edge Intelligence
  17 Dec 2019 0 repositories listed
• Private Federated Learning with Domain Adaptation
  13 Dec 2019 0 repositories listed
• HybridAlpha: An Efficient Approach for Privacy-Preserving Federated Learning
  12 Dec 2019 0 repositories listed
• Parallel Restarted SPIDER -- Communication Efficient Distributed Nonconvex Optimization with Optimal Computation Complexity
  12 Dec 2019 0 repositories listed
• Representation of Federated Learning via Worst-Case Robust Optimization Theory
  11 Dec 2019 0 repositories listed
• Privacy-Preserving Blockchain Based Federated Learning with Differential Data Sharing
  10 Dec 2019 0 repositories listed
• Learn Electronic Health Records by Fully Decentralized Federated Learning
  4 Dec 2019 0 repositories listed
• Distributed Machine Learning with Sparse Heterogeneous Data
  3 Dec 2019 0 repositories listed
• A Quasi-Newton Method Based Vertical Federated Learning Framework for Logistic Regression
  1 Dec 2019 0 repositories listed
• Preserving Patient Privacy while Training a Predictive Model of In-hospital Mortality
  1 Dec 2019 0 repositories listed
• Federated Learning with Autotuned Communication-Efficient Secure Aggregation
  30 Nov 2019 0 repositories listed
• Federated Learning for Ranking Browser History Suggestions
  26 Nov 2019 0 repositories listed
• Local Model Poisoning Attacks to Byzantine-Robust Federated Learning
  26 Nov 2019 0 repositories listed
• Federated Learning with Bayesian Differential Privacy
  22 Nov 2019 0 repositories listed
• Parallel Distributed Logistic Regression for Vertical Federated Learning without Third-Party Coordinator
  22 Nov 2019 0 repositories listed
• Optimal Robust Learning of Discrete Distributions from Batches
  19 Nov 2019 0 repositories listed
• Can You Really Backdoor Federated Learning?
  18 Nov 2019 0 repositories listed
• Information-Theoretic Perspective of Federated Learning
  15 Nov 2019 0 repositories listed
• Federated and Differentially Private Learning for Electronic Health Records
  13 Nov 2019 0 repositories listed
• Federated Learning for Healthcare Informatics
  13 Nov 2019 0 repositories listed
• Privacy is What We Care About: Experimental Investigation of Federated Learning on Edge Devices
  11 Nov 2019 0 repositories listed
• L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning
  9 Nov 2019 0 repositories listed
• Revocable Federated Learning: A Benchmark of Federated Forest
  8 Nov 2019 0 repositories listed
• Energy Efficient Federated Learning Over Wireless Communication Networks
  6 Nov 2019 0 repositories listed
• Asynchronous Online Federated Learning for Edge Devices with Non-IID Data
  5 Nov 2019 0 repositories listed
• Enhancing the Privacy of Federated Learning with Sketching
  5 Nov 2019 0 repositories listed
• Federated Adversarial Domain Adaptation
  5 Nov 2019 0 repositories listed
• A Crowdsourcing Framework for On-Device Federated Learning
  4 Nov 2019 0 repositories listed
• Device Scheduling with Fast Convergence for Wireless Federated Learning
  3 Nov 2019 0 repositories listed
• Energy-Aware Analog Aggregation for Federated Learning with Redundant Data
  1 Nov 2019 0 repositories listed
• Federated Learning with Differential Privacy: Algorithms and Performance Analysis
  1 Nov 2019 0 repositories listed
• Robust Federated Learning with Noisy Communication
  1 Nov 2019 0 repositories listed
• On the Convergence of Local Descent Methods in Federated Learning
  31 Oct 2019 0 repositories listed
• Distributed Networked Learning with Correlated Data
  28 Oct 2019 0 repositories listed
• Federated Uncertainty-Aware Learning for Distributed Hospital EHR Data
  27 Oct 2019 0 repositories listed
• Substra: a framework for privacy-preserving, traceable and collaborative Machine Learning
  25 Oct 2019 0 repositories listed
• Bandwidth Slicing to Boost Federated Learning in Edge Computing
  24 Oct 2019 0 repositories listed
• Gradient Sparification for Asynchronous Distributed Training
  24 Oct 2019 0 repositories listed
• Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving
  23 Oct 2019 0 repositories listed
• Abnormal Client Behavior Detection in Federated Learning
  22 Oct 2019 0 repositories listed
• Meta Matrix Factorization for Federated Rating Predictions
  22 Oct 2019 0 repositories listed
• Resource Allocation in Mobility-Aware Federated Learning Networks: A Deep Reinforcement Learning Approach
  21 Oct 2019 0 repositories listed
• Federated Generative Privacy
  18 Oct 2019 0 repositories listed
• Federated Learning with Unbiased Gradient Aggregation and Controllable Meta Updating
  18 Oct 2019 0 repositories listed
• Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data
  18 Oct 2019 0 repositories listed
• Eavesdrop the Composition Proportion of Training Labels in Federated Learning
  14 Oct 2019 0 repositories listed
• Federated Learning for Coalition Operations
  14 Oct 2019 0 repositories listed
• A blockchain-orchestrated Federated Learning architecture for healthcare consortia
  12 Oct 2019 0 repositories listed
• High-Dimensional Stochastic Gradient Quantization for Communication-Efficient Edge Learning
  9 Oct 2019 0 repositories listed
• Accelerating Federated Learning via Momentum Gradient Descent
  8 Oct 2019 0 repositories listed
• Federated Learning of N-gram Language Models
  8 Oct 2019 0 repositories listed
• Differential Privacy-enabled Federated Learning for Sensitive Health Data
  7 Oct 2019 0 repositories listed
• Confederated Machine Learning on Horizontally and Vertically Separated Medical Data for Large-Scale Health System Intelligence
  4 Oct 2019 0 repositories listed
• Privacy Preserving Stochastic Channel-Based Federated Learning with Neural Network Pruning
  4 Oct 2019 0 repositories listed