Federated Causal Discovery From Interventions Nov 7, 2022 Causal Discovery Federated Learning
Code Code Available Resilience of Wireless Ad Hoc Federated Learning against Model Poisoning Attacks Nov 7, 2022 Federated Learning Model Poisoning
— Unverified Over-The-Air Clustered Wireless Federated Learning Nov 7, 2022 Federated Learning
— Unverified HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse Nov 7, 2022 Federated Learning Privacy Preserving
Code Code Available Closing the Gap between Client and Global Model Performance in Heterogeneous Federated Learning Nov 7, 2022 Federated Learning Knowledge Distillation
— Unverified FLock: Defending Malicious Behaviors in Federated Learning with Blockchain Nov 5, 2022 Data Poisoning Federated Learning
— Unverified ON-DEMAND-FL: A Dynamic and Efficient Multi-Criteria Federated Learning Client Deployment Scheme Nov 5, 2022 Federated Learning
— Unverified Federated Multilingual Models for Medical Transcript Analysis Nov 4, 2022 Federated Learning
— Unverified Decentralized Federated Reinforcement Learning for User-Centric Dynamic TFDD Control Nov 4, 2022 Federated Learning reinforcement-learning
— Unverified Fairness in Federated Learning via Core-Stability Nov 3, 2022 Decision Making Fairness
— Unverified Federated Hypergradient Descent Nov 3, 2022 Federated Learning Hyperparameter Optimization
Code Code Available Client Selection in Federated Learning: Principles, Challenges, and Opportunities Nov 3, 2022 Fairness Federated Learning
— Unverified FedGen: Generalizable Federated Learning for Sequential Data Nov 3, 2022 Federated Learning
— Unverified Faster Adaptive Momentum-Based Federated Methods for Distributed Composition Optimization Nov 3, 2022 Federated Learning Meta-Learning
— Unverified FedTP: Federated Learning by Transformer Personalization Nov 3, 2022 Federated Learning Personalized Federated Learning
Code Code Available Distributed DP-Helmet: Scalable Differentially Private Non-interactive Averaging of Single Layers Nov 3, 2022 Federated Learning
Code Code Available A Convergence Theory for Federated Average: Beyond Smoothness Nov 3, 2022 Edge-computing Federated Learning
— Unverified Try to Avoid Attacks: A Federated Data Sanitization Defense for Healthcare IoMT Systems Nov 3, 2022 Clustering Data Poisoning
— Unverified Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach Nov 2, 2022 Deep Reinforcement Learning Federated Learning
— Unverified TorchFL: A Performant Library for Bootstrapping Federated Learning Experiments Nov 1, 2022 Federated Learning
Code Code Available Optimal Complexity in Non-Convex Decentralized Learning over Time-Varying Networks Nov 1, 2022 Federated Learning Stochastic Optimization
— Unverified Multi-Resource Allocation for On-Device Distributed Federated Learning Systems Nov 1, 2022 Federated Learning
— Unverified ModularFed: Leveraging Modularity in Federated Learning Frameworks Oct 31, 2022 Federated Learning
Code Code Available A Federated Learning Scheme for Neuro-developmental Disorders: Multi-Aspect ASD Detection Oct 31, 2022 Federated Learning Privacy Preserving
— Unverified FedMint: Intelligent Bilateral Client Selection in Federated Learning with Newcomer IoT Devices Oct 31, 2022 Federated Learning Privacy Preserving
— Unverified FL Games: A Federated Learning Framework for Distribution Shifts Oct 31, 2022 Federated Learning
— Unverified Device Scheduling for Over-the-Air Federated Learning with Differential Privacy Oct 31, 2022 Federated Learning Scheduling
— Unverified Federated Averaging Langevin Dynamics: Toward a unified theory and new algorithms Oct 31, 2022 Bayesian Inference Federated Learning
— Unverified A-LAQ: Adaptive Lazily Aggregated Quantized Gradient Oct 31, 2022 Federated Learning
— Unverified VertiBayes: Learning Bayesian network parameters from vertically partitioned data with missing values Oct 31, 2022 Federated Learning Missing Values
Code Code Available Evaluation and comparison of federated learning algorithms for Human Activity Recognition on smartphones Oct 30, 2022 Activity Recognition Federated Learning
— Unverified One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular Optimization Oct 30, 2022 Federated Learning
— Unverified Two Models are Better than One: Federated Learning Is Not Private For Google GBoard Next Word Prediction Oct 30, 2022 Federated Learning
— Unverified Security-Preserving Federated Learning via Byzantine-Sensitive Triplet Distance Oct 29, 2022 Federated Learning scoring rule
— Unverified Federated clustering with GAN-based data synthesis Oct 29, 2022 Clustering Federated Learning
Code Code Available Fast-Convergent Federated Learning via Cyclic Aggregation Oct 29, 2022 Federated Learning
Code Code Available Auxo: Efficient Federated Learning via Scalable Client Clustering Oct 29, 2022 Clustering Federated Learning
— Unverified GowFed -- A novel Federated Network Intrusion Detection System Oct 28, 2022 Federated Learning Intrusion Detection
— Unverified Machine Unlearning of Federated Clusters Oct 28, 2022 Clustering Federated Learning
Code Code Available Completely Heterogeneous Federated Learning Oct 28, 2022 Data-free Knowledge Distillation Federated Learning
— Unverified Federated Learning based Energy Demand Prediction with Clustered Aggregation Oct 28, 2022 energy management Federated Learning
— Unverified Federated Learning with Intermediate Representation Regularization Oct 28, 2022 Federated Learning
Code Code Available Federated Learning for Chronic Obstructive Pulmonary Disease Classification with Partial Personalized Attention Mechanism Oct 28, 2022 Federated Learning Personalized Federated Learning
— Unverified Differentially Private CutMix for Split Learning with Vision Transformer Oct 28, 2022 Federated Learning Privacy Preserving
— Unverified FedVMR: A New Federated Learning method for Video Moment Retrieval Oct 28, 2022 Federated Learning Moment Retrieval
— Unverified Efficient and Light-Weight Federated Learning via Asynchronous Distributed Dropout Oct 28, 2022 Federated Learning
— Unverified Local Model Reconstruction Attacks in Federated Learning and their Uses Oct 28, 2022 Attribute Earnings Classification
— Unverified M3FGM:a node masking and multi-granularity message passing-based federated graph model for spatial-temporal data prediction Oct 27, 2022 Federated Learning
— Unverified Prototype-Based Layered Federated Cross-Modal Hashing Oct 27, 2022 Federated Learning Personalized Federated Learning
— Unverified Exploiting Features and Logits in Heterogeneous Federated Learning Oct 27, 2022 Federated Learning Management
— Unverified 