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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 68 of 68: papers 6,701 to 6,771 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.

• SAFA: a Semi-Asynchronous Protocol for Fast Federated Learning with Low Overhead
  3 Oct 2019 0 repositories listed
• Privacy-preserving Federated Brain Tumour Segmentation
  2 Oct 2019 0 repositories listed
• FedPAQ: A Communication-Efficient Federated Learning Method with Periodic Averaging and Quantization
  28 Sep 2019 0 repositories listed
• Active Federated Learning
  27 Sep 2019 0 repositories listed
• Federated User Representation Learning
  27 Sep 2019 0 repositories listed
• Federated Learning in Mobile Edge Networks: A Comprehensive Survey
  26 Sep 2019 0 repositories listed
• Low Rank Training of Deep Neural Networks for Emerging Memory Technology
  25 Sep 2019 0 repositories listed
• On Federated Learning of Deep Networks from Non-IID Data: Parameter Divergence and the Effects of Hyperparametric Methods
  25 Sep 2019 0 repositories listed
• Optimal query complexity for private sequential learning against eavesdropping
  21 Sep 2019 0 repositories listed
• Towards Federated Graph Learning for Collaborative Financial Crimes Detection
  19 Sep 2019 0 repositories listed
• Detailed comparison of communication efficiency of split learning and federated learning
  18 Sep 2019 0 repositories listed
• Measure Contribution of Participants in Federated Learning
  17 Sep 2019 0 repositories listed
• Differentially Private Meta-Learning
  12 Sep 2019 0 repositories listed
• Byzantine-Robust Federated Machine Learning through Adaptive Model Averaging
  11 Sep 2019 0 repositories listed
• First Analysis of Local GD on Heterogeneous Data
  10 Sep 2019 0 repositories listed
• Gradient Descent with Compressed Iterates
  10 Sep 2019 0 repositories listed
• Hierarchical Federated Learning Across Heterogeneous Cellular Networks
  5 Sep 2019 0 repositories listed
• Energy Demand Prediction with Federated Learning for Electric Vehicle Networks
  3 Sep 2019 0 repositories listed
• Rewarding High-Quality Data via Influence Functions
  30 Aug 2019 0 repositories listed
• An End-to-End Encrypted Neural Network for Gradient Updates Transmission in Federated Learning
  22 Aug 2019 0 repositories listed
• Towards Effective Device-Aware Federated Learning
  20 Aug 2019 0 repositories listed
• A Federated Learning Approach for Mobile Packet Classification
  30 Jul 2019 0 repositories listed
• Federated Learning for Wireless Communications: Motivation, Opportunities and Challenges
  30 Jul 2019 0 repositories listed
• Federated Learning over Wireless Fading Channels
  23 Jul 2019 0 repositories listed
• FedHealth: A Federated Transfer Learning Framework for Wearable Healthcare
  22 Jul 2019 0 repositories listed
• Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data
  5 Jul 2019 0 repositories listed
• Privacy-Preserving Blockchain-Based Federated Learning for IoT Devices
  26 Jun 2019 0 repositories listed
• Active Learning Solution on Distributed Edge Computing
  25 Jun 2019 0 repositories listed
• Privacy Preserving QoE Modeling using Collaborative Learning
  21 Jun 2019 0 repositories listed
• Scalable and Differentially Private Distributed Aggregation in the Shuffled Model
  19 Jun 2019 0 repositories listed
• Robust Federated Learning in a Heterogeneous Environment
  16 Jun 2019 0 repositories listed
• Variational Federated Multi-Task Learning
  14 Jun 2019 0 repositories listed
• Secure Federated Matrix Factorization
  12 Jun 2019 0 repositories listed
• Federated Learning for Emoji Prediction in a Mobile Keyboard
  11 Jun 2019 0 repositories listed
• Federated AI lets a team imagine together: Federated Learning of GANs
  9 Jun 2019 0 repositories listed
• Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
  4 Jun 2019 0 repositories listed
• Secure Distributed On-Device Learning Networks With Byzantine Adversaries
  3 Jun 2019 0 repositories listed
• Self-supervised audio representation learning for mobile devices
  24 May 2019 0 repositories listed
• Decentralized Bayesian Learning over Graphs
  24 May 2019 0 repositories listed
• Hybrid-FL for Wireless Networks: Cooperative Learning Mechanism Using Non-IID Data
  17 May 2019 0 repositories listed
• BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning
  16 May 2019 0 repositories listed
• Fair Resource Allocation in Federated Learning
  16 May 2019 0 repositories listed
• Incentive Design for Efficient Federated Learning in Mobile Networks: A Contract Theory Approach
  16 May 2019 0 repositories listed
• LEAF: A Benchmark for Federated Settings
  16 May 2019 0 repositories listed
• Robust Federated Training via Collaborative Machine Teaching using Trusted Instances
  8 May 2019 0 repositories listed
• Probabilistic Federated Neural Matching
  1 May 2019 0 repositories listed
• Semi-Cyclic Stochastic Gradient Descent
  23 Apr 2019 0 repositories listed
• Federated Learning Of Out-Of-Vocabulary Words
  26 Mar 2019 0 repositories listed
• Communication-Efficient Federated Deep Learning with Asynchronous Model Update and Temporally Weighted Aggregation
  18 Mar 2019 0 repositories listed
• One-Shot Federated Learning
  28 Feb 2019 0 repositories listed
• Peer-to-peer Federated Learning on Graphs
  31 Jan 2019 0 repositories listed
• Federated Learning via Over-the-Air Computation
  31 Dec 2018 0 repositories listed
• Multi-objective Evolutionary Federated Learning
  18 Dec 2018 0 repositories listed
• No Peek: A Survey of private distributed deep learning
  8 Dec 2018 0 repositories listed
• Differentially Private Data Generative Models
  6 Dec 2018 0 repositories listed
• Protection Against Reconstruction and Its Applications in Private Federated Learning
  3 Dec 2018 0 repositories listed
• Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data
  28 Nov 2018 0 repositories listed
• FADL:Federated-Autonomous Deep Learning for Distributed Electronic Health Record
  28 Nov 2018 0 repositories listed
• Partitioned Variational Inference: A unified framework encompassing federated and continual learning
  27 Nov 2018 0 repositories listed
• A Survey of Mobile Computing for the Visually Impaired
  25 Nov 2018 0 repositories listed
• WEST: Word Encoded Sequence Transducers
  20 Nov 2018 0 repositories listed
• Federated Learning in Distributed Medical Databases: Meta-Analysis of Large-Scale Subcortical Brain Data
  19 Oct 2018 0 repositories listed
• Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation
  10 Oct 2018 0 repositories listed
• In-Edge AI: Intelligentizing Mobile Edge Computing, Caching and Communication by Federated Learning
  19 Sep 2018 0 repositories listed
• Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning
  15 May 2018 0 repositories listed
• Federated Learning for Ultra-Reliable Low-Latency V2V Communications
  11 May 2018 0 repositories listed
• Entity Resolution and Federated Learning get a Federated Resolution
  11 Mar 2018 0 repositories listed
• Don't encrypt the data; just approximate the model Towards Secure Transaction and Fair Pricing of Training Data
  1 Jan 2018 0 repositories listed
• Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption
  29 Nov 2017 0 repositories listed
• Practical Secure Aggregation for Federated Learning on User-Held Data
  14 Nov 2016 0 repositories listed
• Federated Learning: Strategies for Improving Communication Efficiency
  18 Oct 2016 0 repositories listed