Inverse Feasibility in Over-the-Air Federated Learning Nov 25, 2022 Federated Learning
— Unverified FedSysID: A Federated Approach to Sample-Efficient System Identification Nov 25, 2022 Federated Learning
Code Code Available Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression Nov 25, 2022 Federated Learning
— Unverified Federated Learning Hyper-Parameter Tuning from a System Perspective Nov 24, 2022 Federated Learning
Code Code Available Collaborative Training of Medical Artificial Intelligence Models with non-uniform Labels Nov 24, 2022 Federated Learning Medical Diagnosis
Code Code Available FedCut: A Spectral Analysis Framework for Reliable Detection of Byzantine Colluders Nov 24, 2022 Community Detection Federated Learning
— Unverified Multi-Job Intelligent Scheduling with Cross-Device Federated Learning Nov 24, 2022 Bayesian Optimization Fairness
— Unverified Vertical Federated Learning: Concepts, Advances and Challenges Nov 23, 2022 Fairness Federated Learning
— Unverified Event-Triggered Decentralized Federated Learning over Resource-Constrained Edge Devices Nov 23, 2022 Federated Learning
— Unverified GitFL: Adaptive Asynchronous Federated Learning using Version Control Nov 22, 2022 Federated Learning Reinforcement Learning (RL)
— Unverified Online Federated Learning via Non-Stationary Detection and Adaptation amidst Concept Drift Nov 22, 2022 Federated Learning
— Unverified Exploiting Personalized Invariance for Better Out-of-distribution Generalization in Federated Learning Nov 21, 2022 Federated Learning Out-of-Distribution Generalization
— Unverified SPIN: Simulated Poisoning and Inversion Network for Federated Learning-Based 6G Vehicular Networks Nov 21, 2022 Federated Learning Generative Adversarial Network
— Unverified DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder Nov 21, 2022 Decoder Federated Learning
Code Code Available Mask Off: Analytic-based Malware Detection By Transfer Learning and Model Personalization Nov 20, 2022 Android Malware Detection Federated Learning
— Unverified Learning to Generate Image Embeddings with User-level Differential Privacy Nov 20, 2022 Federated Learning image-classification
— Unverified Scalable Collaborative Learning via Representation Sharing Nov 20, 2022 Federated Learning Knowledge Distillation
— Unverified Non-Coherent Over-the-Air Decentralized Gradient Descent Nov 19, 2022 Federated Learning image-classification
— Unverified Personalized Federated Learning with Hidden Information on Personalized Prior Nov 19, 2022 Classification Federated Learning
— Unverified Personalized Federated Learning for Multi-task Fault Diagnosis of Rotating Machinery Nov 17, 2022 Fault Diagnosis Federated Learning
— Unverified Explainable, Domain-Adaptive, and Federated Artificial Intelligence in Medicine Nov 17, 2022 Decision Making Domain Adaptation
— Unverified FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network under Non-IID Data Nov 17, 2022 Contrastive Learning Federated Learning
— Unverified Resource Allocation of Federated Learning for the Metaverse with Mobile Augmented Reality Nov 16, 2022 CPU Federated Learning
— Unverified Quantifying the Impact of Label Noise on Federated Learning Nov 15, 2022 Federated Learning
— Unverified Bayesian Federated Neural Matching that Completes Full Information Nov 15, 2022 Federated Learning image-classification
— Unverified FedTune: A Deep Dive into Efficient Federated Fine-Tuning with Pre-trained Transformers Nov 15, 2022 Federated Learning Language Modelling
— Unverified Personalized Federated Learning with Multi-branch Architecture Nov 15, 2022 Federated Learning Personalized Federated Learning
— Unverified Federated Learning for Healthcare Domain - Pipeline, Applications and Challenges Nov 15, 2022 Federated Learning Survey
— Unverified Optimal Privacy Preserving for Federated Learning in Mobile Edge Computing Nov 14, 2022 Edge-computing Federated Learning
— Unverified FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model Nov 14, 2022 Continual Learning Federated Learning
— Unverified Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning Nov 14, 2022 Feature Correlation Federated Learning
— Unverified Federated Learning for Autoencoder-based Condition Monitoring in the Industrial Internet of Things Nov 14, 2022 Federated Learning Transfer Learning
— Unverified Adaptive Federated Minimax Optimization with Lower Complexities Nov 14, 2022 Federated Learning Privacy Preserving
— Unverified Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring Nov 14, 2022 Federated Learning
— Unverified Differentially Private Vertical Federated Learning Nov 13, 2022 Federated Learning Vertical Federated Learning
— Unverified Towards Privacy-Aware Causal Structure Learning in Federated Setting Nov 13, 2022 Federated Learning Privacy Preserving
Code Code Available Quantum Split Neural Network Learning using Cross-Channel Pooling Nov 12, 2022 Federated Learning Privacy Preserving
— Unverified A Federated Approach to Predicting Emojis in Hindi Tweets Nov 11, 2022 Federated Learning
Code Code Available Federated Unsupervised Visual Representation Learning via Exploiting General Content and Personal Style Nov 11, 2022 Contrastive Learning Federated Learning
— Unverified From Competition to Collaboration: Making Toy Datasets on Kaggle Clinically Useful for Chest X-Ray Diagnosis Using Federated Learning Nov 11, 2022 Federated Learning Pneumonia Detection
— Unverified Warmup and Transfer Knowledge-Based Federated Learning Approach for IoT Continuous Authentication Nov 10, 2022 Federated Learning Transfer Learning
— Unverified Secure Aggregation Is Not All You Need: Mitigating Privacy Attacks with Noise Tolerance in Federated Learning Nov 10, 2022 All Federated Learning
— Unverified Robust Smart Home Face Recognition under Starving Federated Data Nov 10, 2022 Adversarial Attack Face Recognition
Code Code Available Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization Nov 10, 2022 Federated Learning
— Unverified Framework Construction of an Adversarial Federated Transfer Learning Classifier Nov 9, 2022 Classification Diagnostic
— Unverified Almost Tight Error Bounds on Differentially Private Continual Counting Nov 9, 2022 Federated Learning
— Unverified Resource-Aware Heterogeneous Federated Learning using Neural Architecture Search Nov 9, 2022 Federated Learning Neural Architecture Search
— Unverified Knowledge Distillation for Federated Learning: a Practical Guide Nov 9, 2022 Federated Learning Knowledge Distillation
— Unverified Stochastic Coded Federated Learning: Theoretical Analysis and Incentive Mechanism Design Nov 8, 2022 Federated Learning Privacy Preserving
— Unverified Federated Learning Using Three-Operator ADMM Nov 8, 2022 Federated Learning
— Unverified 