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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 64 of 68: papers 6,301 to 6,400 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.

• Privacy and Robustness in Federated Learning: Attacks and Defenses
  7 Dec 2020 0 repositories listed
• Accurate and Fast Federated Learning via Combinatorial Multi-Armed Bandits
  6 Dec 2020 0 repositories listed
• FedSiam: Towards Adaptive Federated Semi-Supervised Learning
  6 Dec 2020 0 repositories listed
• Probabilistic Federated Learning of Neural Networks Incorporated with Global Posterior Information
  6 Dec 2020 0 repositories listed
• SoK: Training Machine Learning Models over Multiple Sources with Privacy Preservation
  6 Dec 2020 0 repositories listed
• TornadoAggregate: Accurate and Scalable Federated Learning via the Ring-Based Architecture
  6 Dec 2020 0 repositories listed
• Federated Learning with Heterogeneous Labels and Models for Mobile Activity Monitoring
  4 Dec 2020 0 repositories listed
• Mitigating Bias in Federated Learning
  4 Dec 2020 0 repositories listed
• FAT: Federated Adversarial Training
  3 Dec 2020 0 repositories listed
• Federated Learning for Personalized Humor Recognition
  3 Dec 2020 0 repositories listed
• Blockchain Assisted Decentralized Federated Learning (BLADE-FL) with Lazy Clients
  2 Dec 2020 0 repositories listed
• Distributed Machine Learning for Wireless Communication Networks: Techniques, Architectures, and Applications
  2 Dec 2020 0 repositories listed
• Second-Order Guarantees in Federated Learning
  2 Dec 2020 0 repositories listed
• A Systematic Literature Review on Federated Learning: From A Model Quality Perspective
  1 Dec 2020 0 repositories listed
• Communication-Efficient Federated Distillation
  1 Dec 2020 0 repositories listed
• Edge-assisted Democratized Learning Towards Federated Analytics
  1 Dec 2020 0 repositories listed
• Fast-Convergent Federated Learning with Adaptive Weighting
  1 Dec 2020 0 repositories listed
• Federated Learning for Spoken Language Understanding
  1 Dec 2020 0 repositories listed
• Federated Marginal Personalization for ASR Rescoring
  1 Dec 2020 0 repositories listed
• MYSTIKO : : Cloud-Mediated, Private, Federated Gradient Descent
  1 Dec 2020 0 repositories listed
• LocKedge: Low-Complexity Cyberattack Detection in IoT Edge Computing
  28 Nov 2020 0 repositories listed
• Privacy-Preserving Federated Learning for UAV-Enabled Networks: Learning-Based Joint Scheduling and Resource Management
  28 Nov 2020 0 repositories listed
• Advancements of federated learning towards privacy preservation: from federated learning to split learning
  25 Nov 2020 0 repositories listed
• Optimizing Resource-Efficiency for Federated Edge Intelligence in IoT Networks
  25 Nov 2020 0 repositories listed
• Federated learning with class imbalance reduction
  23 Nov 2020 0 repositories listed
• Federated Semi-Supervised Learning for COVID Region Segmentation in Chest CT using Multi-National Data from China, Italy, Japan
  23 Nov 2020 0 repositories listed
• Improving Federated Relational Data Modeling via Basis Alignment and Weight Penalty
  23 Nov 2020 0 repositories listed
• LINDT: Tackling Negative Federated Learning with Local Adaptation
  23 Nov 2020 0 repositories listed
• A decentralized aggregation mechanism for training deep learning models using smart contract system for bank loan prediction
  22 Nov 2020 0 repositories listed
• FedEval: A Holistic Evaluation Framework for Federated Learning
  19 Nov 2020 0 repositories listed
• FLaaS: Federated Learning as a Service
  18 Nov 2020 0 repositories listed
• Low-latency Federated Learning and Blockchain for Edge Association in Digital Twin empowered 6G Networks
  17 Nov 2020 0 repositories listed
• Private Wireless Federated Learning with Anonymous Over-the-Air Computation
  17 Nov 2020 0 repositories listed
• Stochastic Client Selection for Federated Learning with Volatile Clients
  17 Nov 2020 0 repositories listed
• Budgeted Online Selection of Candidate IoT Clients to Participate in Federated Learning
  16 Nov 2020 0 repositories listed
• 2CP: Decentralized Protocols to Transparently Evaluate Contributivity in Blockchain Federated Learning Environments
  15 Nov 2020 0 repositories listed
• Dynamic backdoor attacks against federated learning
  15 Nov 2020 0 repositories listed
• CatFedAvg: Optimising Communication-efficiency and Classification Accuracy in Federated Learning
  14 Nov 2020 0 repositories listed
• Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations
  13 Nov 2020 0 repositories listed
• Federated Multi-Mini-Batch: An Efficient Training Approach to Federated Learning in Non-IID Environments
  13 Nov 2020 0 repositories listed
• Hybrid Federated and Centralized Learning
  13 Nov 2020 0 repositories listed
• Coded Computing for Low-Latency Federated Learning over Wireless Edge Networks
  12 Nov 2020 0 repositories listed
• Fed-Focal Loss for imbalanced data classification in Federated Learning
  12 Nov 2020 0 repositories listed
• Heterogeneous Data-Aware Federated Learning
  12 Nov 2020 0 repositories listed
• A Novel Privacy-Preserved Recommender System Framework based on Federated Learning
  11 Nov 2020 0 repositories listed
• Compression Boosts Differentially Private Federated Learning
  10 Nov 2020 0 repositories listed
• Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network
  10 Nov 2020 0 repositories listed
• Federated Learning via Intelligent Reflecting Surface
  10 Nov 2020 0 repositories listed
• Mitigating Leakage in Federated Learning with Trusted Hardware
  10 Nov 2020 0 repositories listed
• Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective
  10 Nov 2020 0 repositories listed
• Interpretable collaborative data analysis on distributed data
  9 Nov 2020 0 repositories listed
• Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning
  8 Nov 2020 0 repositories listed
• FDNAS: Improving Data Privacy and Model Diversity in AutoML
  6 Nov 2020 0 repositories listed
• Federated Crowdsensing: Framework and Challenges
  6 Nov 2020 0 repositories listed
• Resource-Constrained Federated Learning with Heterogeneous Labels and Models
  6 Nov 2020 0 repositories listed
• Collaborative City Digital Twin For Covid-19 Pandemic: A Federated Learning Solution
  5 Nov 2020 0 repositories listed
• BaFFLe: Backdoor detection via Feedback-based Federated Learning
  4 Nov 2020 0 repositories listed
• An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee
  3 Nov 2020 0 repositories listed
• Local SGD: Unified Theory and New Efficient Methods
  3 Nov 2020 0 repositories listed
• Semi-supervised Federated Learning for Activity Recognition
  2 Nov 2020 0 repositories listed
• Empirical Studies of Institutional Federated Learning For Natural Language Processing
  1 Nov 2020 0 repositories listed
• FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction
  1 Nov 2020 0 repositories listed
• One-Shot Federated Learning with Neuromorphic Processors
  1 Nov 2020 0 repositories listed
• Fast Convergence Algorithm for Analog Federated Learning
  30 Oct 2020 0 repositories listed
• Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework
  29 Oct 2020 0 repositories listed
• Mitigating Backdoor Attacks in Federated Learning
  28 Oct 2020 0 repositories listed
• Spiking Neural Networks -- Part III: Neuromorphic Communications
  27 Oct 2020 0 repositories listed
• Optimal Importance Sampling for Federated Learning
  26 Oct 2020 0 repositories listed
• Adaptive Federated Learning and Digital Twin for Industrial Internet of Things
  25 Oct 2020 0 repositories listed
• Distributed Saddle-Point Problems: Lower Bounds, Near-Optimal and Robust Algorithms
  25 Oct 2020 0 repositories listed
• Federated Bandit: A Gossiping Approach
  24 Oct 2020 0 repositories listed
• Hierarchical Federated Learning through LAN-WAN Orchestration
  22 Oct 2020 0 repositories listed
• Network Anomaly Detection Using Federated Learning and Transfer Learning
  22 Oct 2020 0 repositories listed
• GFL: A Decentralized Federated Learning Framework Based On Blockchain
  21 Oct 2020 0 repositories listed
• A Federated Learning Approach to Anomaly Detection in Smart Buildings
  20 Oct 2020 0 repositories listed
• Edge Bias in Federated Learning and its Solution by Buffered Knowledge Distillation
  20 Oct 2020 0 repositories listed
• Federated Unsupervised Representation Learning
  18 Oct 2020 0 repositories listed
• Sliding Differential Evolution Scheduling for Federated Learning in Bandwidth-Limited Networks
  18 Oct 2020 0 repositories listed
• Layer-wise Characterization of Latent Information Leakage in Federated Learning
  17 Oct 2020 0 repositories listed
• Flow-FL: Data-Driven Federated Learning for Spatio-Temporal Predictions in Multi-Robot Systems
  16 Oct 2020 0 repositories listed
• Federated Learning in Adversarial Settings
  15 Oct 2020 0 repositories listed
• BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture
  14 Oct 2020 0 repositories listed
• Improving Accuracy of Federated Learning in Non-IID Settings
  14 Oct 2020 0 repositories listed
• Can Federated Learning Save The Planet?
  13 Oct 2020 0 repositories listed
• COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework
  13 Oct 2020 0 repositories listed
• Direct Federated Neural Architecture Search
  13 Oct 2020 0 repositories listed
• Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications
  12 Oct 2020 0 repositories listed
• FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers
  12 Oct 2020 0 repositories listed
• Fairness-aware Agnostic Federated Learning
  10 Oct 2020 0 repositories listed
• Voting-based Approaches For Differentially Private Federated Learning
  9 Oct 2020 0 repositories listed
• Cognitive Learning-Aided Multi-Antenna Communications
  7 Oct 2020 0 repositories listed
• Optimal Gradient Compression for Distributed and Federated Learning
  7 Oct 2020 0 repositories listed
• Lower Bounds and Optimal Algorithms for Personalized Federated Learning
  5 Oct 2020 0 repositories listed
• Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies
  3 Oct 2020 0 repositories listed
• Towards Bidirectional Protection in Federated Learning
  2 Oct 2020 0 repositories listed
• Blind Federated Learning at the Wireless Edge with Low-Resolution ADC and DAC
  1 Oct 2020 0 repositories listed
• A Real-time Contribution Measurement Method for Participants in Federated Learning
  28 Sep 2020 0 repositories listed
• Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning
  28 Sep 2020 0 repositories listed
• Loosely Coupled Federated Learning Over Generative Models
  28 Sep 2020 0 repositories listed
• Model-Agnostic Round-Optimal Federated Learning via Knowledge Transfer
  28 Sep 2020 0 repositories listed