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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 53 of 68: papers 5,201 to 5,300 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.

• Decentralized Gossip-Based Stochastic Bilevel Optimization over Communication Networks
  22 Jun 2022 0 repositories listed
• Federated Latent Class Regression for Hierarchical Data
  22 Jun 2022 0 repositories listed
• FedorAS: Federated Architecture Search under system heterogeneity
  22 Jun 2022 0 repositories listed
• Quantization Robust Federated Learning for Efficient Inference on Heterogeneous Devices
  22 Jun 2022 0 repositories listed
• FedBC: Calibrating Global and Local Models via Federated Learning Beyond Consensus
  22 Jun 2022 0 repositories listed
• A General Theory for Federated Optimization with Asynchronous and Heterogeneous Clients Updates
  21 Jun 2022 0 repositories listed
• An Efficient Industrial Federated Learning Framework for AIoT: A Face Recognition Application
  21 Jun 2022 0 repositories listed
• An Energy and Carbon Footprint Analysis of Distributed and Federated Learning
  21 Jun 2022 0 repositories listed
• FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity
  21 Jun 2022 0 repositories listed
• sqSGD: Locally Private and Communication Efficient Federated Learning
  21 Jun 2022 0 repositories listed
• WrapperFL: A Model Agnostic Plug-in for Industrial Federated Learning
  21 Jun 2022 0 repositories listed
• FedSSO: A Federated Server-Side Second-Order Optimization Algorithm
  20 Jun 2022 0 repositories listed
• Communication-Efficient Federated Learning With Data and Client Heterogeneity
  20 Jun 2022 0 repositories listed
• Decoupled Federated Learning for ASR with Non-IID Data
  18 Jun 2022 0 repositories listed
• Secure Embedding Aggregation for Federated Representation Learning
  18 Jun 2022 0 repositories listed
• Federated learning with incremental clustering for heterogeneous data
  17 Jun 2022 0 repositories listed
• BlindFL: Vertical Federated Machine Learning without Peeking into Your Data
  16 Jun 2022 0 repositories listed
• Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data
  16 Jun 2022 0 repositories listed
• Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning
  16 Jun 2022 0 repositories listed
• Using adversarial images to improve outcomes of federated learning for non-IID data
  16 Jun 2022 0 repositories listed
• Federated Learning with Uncertainty via Distilled Predictive Distributions
  15 Jun 2022 0 repositories listed
• Clustered Scheduling and Communication Pipelining For Efficient Resource Management Of Wireless Federated Learning
  15 Jun 2022 0 repositories listed
• Global Convergence of Federated Learning for Mixed Regression
  15 Jun 2022 0 repositories listed
• Disentangled Federated Learning for Tackling Attributes Skew via Invariant Aggregation and Diversity Transferring
  14 Jun 2022 0 repositories listed
• Matching Pursuit Based Scheduling for Over-the-Air Federated Learning
  14 Jun 2022 0 repositories listed
• Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach
  13 Jun 2022 0 repositories listed
• Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach
  13 Jun 2022 0 repositories listed
• Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process
  13 Jun 2022 0 repositories listed
• Federated Learning on Riemannian Manifolds
  12 Jun 2022 0 repositories listed
• Communication-Efficient Robust Federated Learning with Noisy Labels
  11 Jun 2022 0 repositories listed
• Federated Learning with GAN-based Data Synthesis for Non-IID Clients
  11 Jun 2022 0 repositories listed
• Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology
  11 Jun 2022 0 repositories listed
• MammoFL: Mammographic Breast Density Estimation using Federated Learning
  11 Jun 2022 0 repositories listed
• Deep Leakage from Model in Federated Learning
  10 Jun 2022 0 repositories listed
• Fast Deep Autoencoder for Federated learning
  10 Jun 2022 0 repositories listed
• Hierarchical Federated Learning with Privacy
  10 Jun 2022 0 repositories listed
• On Convergence of FedProx: Local Dissimilarity Invariant Bounds, Non-smoothness and Beyond
  10 Jun 2022 0 repositories listed
• HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask
  9 Jun 2022 0 repositories listed
• Leveraging Centric Data Federated Learning Using Blockchain For Integrity Assurance
  9 Jun 2022 0 repositories listed
• Accelerating Asynchronous Federated Learning Convergence via Opportunistic Mobile Relaying
  9 Jun 2022 0 repositories listed
• On the Unreasonable Effectiveness of Federated Averaging with Heterogeneous Data
  9 Jun 2022 0 repositories listed
• Gradient Obfuscation Gives a False Sense of Security in Federated Learning
  8 Jun 2022 0 repositories listed
• Distributed Newton-Type Methods with Communication Compression and Bernoulli Aggregation
  7 Jun 2022 0 repositories listed
• FedPop: A Bayesian Approach for Personalised Federated Learning
  7 Jun 2022 0 repositories listed
• An Adaptive Federated Relevance Framework for Spatial Temporal Graph Learning
  7 Jun 2022 0 repositories listed
• FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning
  7 Jun 2022 0 repositories listed
• Group privacy for personalized federated learning
  7 Jun 2022 0 repositories listed
• Subject Granular Differential Privacy in Federated Learning
  7 Jun 2022 0 repositories listed
• Subject Membership Inference Attacks in Federated Learning
  7 Jun 2022 0 repositories listed
• An Optimal Transport Approach to Personalized Federated Learning
  6 Jun 2022 0 repositories listed
• FedNST: Federated Noisy Student Training for Automatic Speech Recognition
  6 Jun 2022 0 repositories listed
• Interference Management for Over-the-Air Federated Learning in Multi-Cell Wireless Networks
  6 Jun 2022 0 repositories listed
• Federated Adversarial Training with Transformers
  5 Jun 2022 0 repositories listed
• (Im)possibility of Collective Intelligence
  5 Jun 2022 0 repositories listed
• Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges
  4 Jun 2022 0 repositories listed
• Scheduling for Ground-Assisted Federated Learning in LEO Satellite Constellations
  4 Jun 2022 0 repositories listed
• UAV-Aided Multi-Community Federated Learning
  4 Jun 2022 0 repositories listed
• Completion Time Minimization of Fog-RAN-Assisted Federated Learning With Rate-Splitting Transmission
  3 Jun 2022 0 repositories listed
• On the Generalization of Wasserstein Robust Federated Learning
  3 Jun 2022 0 repositories listed
• Towards Group Learning: Distributed Weighting of Experts
  3 Jun 2022 0 repositories listed
• Applied Federated Learning: Architectural Design for Robust and Efficient Learning in Privacy Aware Settings
  2 Jun 2022 0 repositories listed
• Federated Learning with a Sampling Algorithm under Isoperimetry
  2 Jun 2022 0 repositories listed
• HEX: Human-in-the-loop Explainability via Deep Reinforcement Learning
  2 Jun 2022 0 repositories listed
• Resource Allocation for Compression-aided Federated Learning with High Distortion Rate
  2 Jun 2022 0 repositories listed
• Defense Against Gradient Leakage Attacks via Learning to Obscure Data
  1 Jun 2022 0 repositories listed
• Federated Learning in Satellite Constellations
  1 Jun 2022 0 repositories listed
• Walk for Learning: A Random Walk Approach for Federated Learning from Heterogeneous Data
  1 Jun 2022 0 repositories listed
• A Computation and Communication Efficient Method for Distributed Nonconvex Problems in the Partial Participation Setting
  31 May 2022 0 repositories listed
• Asynchronous Hierarchical Federated Learning
  31 May 2022 0 repositories listed
• Pseudo-Data based Self-Supervised Federated Learning for Classification of Histopathological Images
  31 May 2022 0 repositories listed
• Secure Federated Clustering
  31 May 2022 0 repositories listed
• VFed-SSD: Towards Practical Vertical Federated Advertising
  31 May 2022 0 repositories listed
• Confederated Learning: Federated Learning with Decentralized Edge Servers
  30 May 2022 0 repositories listed
• FedAUXfdp: Differentially Private One-Shot Federated Distillation
  30 May 2022 0 repositories listed
• Maximizing Global Model Appeal in Federated Learning
  30 May 2022 0 repositories listed
• Towards Fair Federated Recommendation Learning: Characterizing the Inter-Dependence of System and Data Heterogeneity
  30 May 2022 0 repositories listed
• Efficient Federated Learning with Spike Neural Networks for Traffic Sign Recognition
  28 May 2022 0 repositories listed
• FadMan: Federated Anomaly Detection across Multiple Attributed Networks
  27 May 2022 0 repositories listed
• FedAvg with Fine Tuning: Local Updates Lead to Representation Learning
  27 May 2022 0 repositories listed
• FedControl: When Control Theory Meets Federated Learning
  27 May 2022 0 repositories listed
• Towards Communication-Learning Trade-off for Federated Learning at the Network Edge
  27 May 2022 0 repositories listed
• A Fair Federated Learning Framework With Reinforcement Learning
  26 May 2022 0 repositories listed
• A Unified Analysis of Federated Learning with Arbitrary Client Participation
  26 May 2022 0 repositories listed
• Encoded Gradients Aggregation against Gradient Leakage in Federated Learning
  26 May 2022 0 repositories listed
• Cali3F: Calibrated Fast Fair Federated Recommendation System
  26 May 2022 0 repositories listed
• Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information
  26 May 2022 0 repositories listed
• Federated Split BERT for Heterogeneous Text Classification
  26 May 2022 0 repositories listed
• Combating Client Dropout in Federated Learning via Friend Model Substitution
  26 May 2022 0 repositories listed
• Mixed Federated Learning: Joint Decentralized and Centralized Learning
  26 May 2022 0 repositories listed
• QUIC-FL: Quick Unbiased Compression for Federated Learning
  26 May 2022 0 repositories listed
• Federated Adaptation of Reservoirs via Intrinsic Plasticity
  25 May 2022 0 repositories listed
• Federated Self-supervised Learning for Heterogeneous Clients
  25 May 2022 0 repositories listed
• Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking
  25 May 2022 0 repositories listed
• VeriFi: Towards Verifiable Federated Unlearning
  25 May 2022 0 repositories listed
• Differentially Private AUC Computation in Vertical Federated Learning
  24 May 2022 0 repositories listed
• Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning
  24 May 2022 0 repositories listed
• CELEST: Federated Learning for Globally Coordinated Threat Detection
  23 May 2022 0 repositories listed
• Fed-DART and FACT: A solution for Federated Learning in a production environment
  23 May 2022 0 repositories listed
• Federated Distillation based Indoor Localization for IoT Networks
  23 May 2022 0 repositories listed
• FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation
  23 May 2022 0 repositories listed