Mode Connectivity and Data Heterogeneity of Federated Learning Sep 29, 2023 Federated Learning Linear Mode Connectivity
— Unverified Anti-Matthew FL: Bridging the Performance Gap in Federated Learning to Counteract the Matthew Effect Sep 28, 2023 Fairness Federated Learning
— Unverified Collaborative Distributed Machine Learning Sep 28, 2023 Federated Learning
— Unverified Applications of Federated Learning in IoT for Hyper Personalisation Sep 28, 2023 Federated Learning
— Unverified Federated Deep Equilibrium Learning: Harnessing Compact Global Representations to Enhance Personalization Sep 27, 2023 Federated Learning Information Retrieval
— Unverified Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations Sep 27, 2023 Federated Learning Personalized Federated Learning
— Unverified Genetic Algorithm-Based Dynamic Backdoor Attack on Federated Learning-Based Network Traffic Classification Sep 27, 2023 Backdoor Attack Federated Learning
Code Code Available Markov Chain Mirror Descent On Data Federation Sep 26, 2023 Federated Learning Stochastic Optimization
— Unverified PLMM: Personal Large Language Models on Mobile Devices Sep 26, 2023 Federated Learning
— Unverified Federated Learning Under Restricted User Availability Sep 25, 2023 Federated Learning
— Unverified REPA: Client Clustering without Training and Data Labels for Improved Federated Learning in Non-IID Settings Sep 25, 2023 Clustering Federated Learning
— Unverified DFRD: Data-Free Robustness Distillation for Heterogeneous Federated Learning Sep 24, 2023 Data-free Knowledge Distillation Diversity
— Unverified Tackling Intertwined Data and Device Heterogeneities in Federated Learning with Unlimited Staleness Sep 24, 2023 Computational Efficiency Federated Learning
Code Code Available REWAFL: Residual Energy and Wireless Aware Participant Selection for Efficient Federated Learning over Mobile Devices Sep 24, 2023 Federated Learning
— Unverified Expressive variational quantum circuits provide inherent privacy in federated learning Sep 22, 2023 Federated Learning Quantum Machine Learning
— Unverified Federated Short-Term Load Forecasting with Personalization Layers for Heterogeneous Clients Sep 22, 2023 Federated Learning Load Forecasting
— Unverified Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASR Sep 22, 2023 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Improving Machine Learning Robustness via Adversarial Training Sep 22, 2023 Federated Learning
— Unverified Enabling Quartile-based Estimated-Mean Gradient Aggregation As Baseline for Federated Image Classifications Sep 21, 2023 Federated Learning
— Unverified Efficient Core-selecting Incentive Mechanism for Data Sharing in Federated Learning Sep 21, 2023 Federated Learning
— Unverified Likelihood-based Sensor Calibration using Affine Transformation Sep 20, 2023 Federated Learning
— Unverified Preconditioned Federated Learning Sep 20, 2023 Federated Learning Privacy Preserving
— Unverified Federated Learning in Intelligent Transportation Systems: Recent Applications and Open Problems Sep 20, 2023 Federated Learning Object Recognition
— Unverified Clustered FedStack: Intermediate Global Models with Bayesian Information Criterion Sep 20, 2023 Clustering Federated Learning
— Unverified Federated Learning with Neural Graphical Models Sep 20, 2023 Federated Learning
— Unverified Communication-Efficient Federated Learning via Regularized Sparse Random Networks Sep 19, 2023 Federated Learning
— Unverified FedWOA: A Federated Learning Model that uses the Whale Optimization Algorithm for Renewable Energy Prediction Sep 19, 2023 Federated Learning Prediction
— Unverified Privacy Preservation in Artificial Intelligence and Extended Reality (AI-XR) Metaverses: A Survey Sep 19, 2023 Federated Learning Mixed Reality
— Unverified Toward efficient resource utilization at edge nodes in federated learning Sep 19, 2023 CPU Federated Learning
— Unverified FRAMU: Attention-based Machine Unlearning using Federated Reinforcement Learning Sep 19, 2023 Computational Efficiency Federated Learning
— Unverified FedLALR: Client-Specific Adaptive Learning Rates Achieve Linear Speedup for Non-IID Data Sep 18, 2023 Federated Learning Scheduling
— Unverified A Multi-Token Coordinate Descent Method for Semi-Decentralized Vertical Federated Learning Sep 18, 2023 Federated Learning Vertical Federated Learning
— Unverified Federated Learning in Temporal Heterogeneity Sep 17, 2023 Federated Learning
— Unverified User Assignment and Resource Allocation for Hierarchical Federated Learning over Wireless Networks Sep 17, 2023 Combinatorial Optimization CPU
— Unverified UNIDEAL: Curriculum Knowledge Distillation Federated Learning Sep 16, 2023 Federated Learning Knowledge Distillation
— Unverified XFedHunter: An Explainable Federated Learning Framework for Advanced Persistent Threat Detection in SDN Sep 15, 2023 Federated Learning Graph Neural Network
— Unverified Communication Efficient Private Federated Learning Using Dithering Sep 14, 2023 Federated Learning Quantization
Code Code Available Client-side Gradient Inversion Against Federated Learning from Poisoning Sep 14, 2023 Federated Learning
— Unverified FedFNN: Faster Training Convergence Through Update Predictions in Federated Recommender Systems Sep 14, 2023 Federated Learning Recommendation Systems
— Unverified Tackling the Non-IID Issue in Heterogeneous Federated Learning by Gradient Harmonization Sep 13, 2023 Federated Learning Privacy Preserving
— Unverified Mitigating Adversarial Attacks in Federated Learning with Trusted Execution Environments Sep 13, 2023 Autonomous Vehicles Federated Learning
Code Code Available Federated PAC-Bayesian Learning on Non-IID data Sep 13, 2023 Federated Learning
— Unverified Learning From Drift: Federated Learning on Non-IID Data via Drift Regularization Sep 13, 2023 Federated Learning
— Unverified Mitigating Group Bias in Federated Learning for Heterogeneous Devices Sep 13, 2023 Decision Making Emotion Recognition
— Unverified Federated Learning for Large-Scale Scene Modeling with Neural Radiance Fields Sep 12, 2023 Federated Learning Lifelong learning
— Unverified Fingerprint Attack: Client De-Anonymization in Federated Learning Sep 12, 2023 Clustering Federated Learning
Code Code Available Energy-Aware Federated Learning with Distributed User Sampling and Multichannel ALOHA Sep 12, 2023 Federated Learning
— Unverified Towards Federated Learning Under Resource Constraints via Layer-wise Training and Depth Dropout Sep 11, 2023 Federated Learning Representation Learning
— Unverified Advancing Federated Learning in 6G: A Trusted Architecture with Graph-based Analysis Sep 11, 2023 Federated Learning Graph Neural Network
— Unverified Federated Learning Incentive Mechanism under Buyers' Auction Market Sep 10, 2023 Federated Learning
— Unverified 