A Unified Analysis of Federated Learning with Arbitrary Client Participation May 26, 2022 Federated Learning
— Unverified Cali3F: Calibrated Fast Fair Federated Recommendation System May 26, 2022 Fairness Federated Learning
— Unverified Federated Non-negative Matrix Factorization for Short Texts Topic Modeling with Mutual Information May 26, 2022 Federated Learning text-classification
— Unverified Federated Split BERT for Heterogeneous Text Classification May 26, 2022 Classification Federated Learning
— Unverified Encoded Gradients Aggregation against Gradient Leakage in Federated Learning May 26, 2022 Federated Learning
— Unverified A Fair Federated Learning Framework With Reinforcement Learning May 26, 2022 Fairness Federated Learning
— Unverified QUIC-FL: Quick Unbiased Compression for Federated Learning May 26, 2022 Federated Learning Quantization
— Unverified FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction May 26, 2022 Domain Generalization Federated Learning
Code Code Available Combating Client Dropout in Federated Learning via Friend Model Substitution May 26, 2022 Federated Learning
— Unverified Federated Adaptation of Reservoirs via Intrinsic Plasticity May 25, 2022 Federated Learning
— Unverified Scalable and Low-Latency Federated Learning with Cooperative Mobile Edge Networking May 25, 2022 Federated Learning
— Unverified Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers May 25, 2022 Federated Learning Position
Code Code Available VeriFi: Towards Verifiable Federated Unlearning May 25, 2022 Federated Learning
— Unverified Federated Self-supervised Learning for Heterogeneous Clients May 25, 2022 Federated Learning Representation Learning
— Unverified Differentially Private AUC Computation in Vertical Federated Learning May 24, 2022 Federated Learning Vertical Federated Learning
— Unverified FedEntropy: Efficient Device Grouping for Federated Learning Using Maximum Entropy Judgment May 24, 2022 Federated Learning
Code Code Available Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees May 24, 2022 Federated Learning
Code Code Available Towards a Defense Against Federated Backdoor Attacks Under Continuous Training May 24, 2022 Continual Learning Federated Learning
Code Code Available Wireless Ad Hoc Federated Learning: A Fully Distributed Cooperative Machine Learning May 24, 2022 Autonomous Vehicles BIG-bench Machine Learning
— Unverified Federated singular value decomposition for high dimensional data May 24, 2022 Federated Learning Vocal Bursts Intensity Prediction
Code Code Available Optimizing Performance of Federated Person Re-identification: Benchmarking and Analysis May 24, 2022 Benchmarking Federated Learning
Code Code Available PrivFairFL: Privacy-Preserving Group Fairness in Federated Learning May 23, 2022 Attribute Decision Making
— Unverified FedSA: Accelerating Intrusion Detection in Collaborative Environments with Federated Simulated Annealing May 23, 2022 Federated Learning Intrusion Detection
— Unverified Semi-Decentralized Federated Learning with Collaborative Relaying May 23, 2022 Federated Learning
— Unverified LIA: Privacy-Preserving Data Quality Evaluation in Federated Learning Using a Lazy Influence Approximation May 23, 2022 Data Valuation Federated Learning
— Unverified Personalized Federated Learning with Server-Side Information May 23, 2022 Federated Learning Personalized Federated Learning
Code Code Available FL Games: A federated learning framework for distribution shifts May 23, 2022 Federated Learning
— Unverified FedNorm: Modality-Based Normalization in Federated Learning for Multi-Modal Liver Segmentation May 23, 2022 Federated Learning Liver Segmentation
— Unverified Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering May 23, 2022 Clustering Federated Learning
Code Code Available CELEST: Federated Learning for Globally Coordinated Threat Detection May 23, 2022 Active Learning Federated Learning
— Unverified Federated Distillation based Indoor Localization for IoT Networks May 23, 2022 Federated Learning Indoor Localization
— Unverified Fed-DART and FACT: A solution for Federated Learning in a production environment May 23, 2022 Federated Learning
— Unverified Federated Learning Aggregation: New Robust Algorithms with Guarantees May 22, 2022 Federated Learning
— Unverified Test-Time Robust Personalization for Federated Learning May 22, 2022 Federated Learning
Code Code Available Incentivizing Federated Learning May 22, 2022 Federated Learning
— Unverified Robust Quantity-Aware Aggregation for Federated Learning May 22, 2022 Federated Learning Privacy Preserving
— Unverified Aligning Logits Generatively for Principled Black-Box Knowledge Distillation May 21, 2022 Federated Learning Knowledge Distillation
Code Code Available E2FL: Equal and Equitable Federated Learning May 20, 2022 Fairness Federated Learning
— Unverified Kernel Normalized Convolutional Networks May 20, 2022 Federated Learning image-classification
Code Code Available FedNoiL: A Simple Two-Level Sampling Method for Federated Learning with Noisy Labels May 20, 2022 Federated Learning Learning with noisy labels
— Unverified FedAdapter: Efficient Federated Learning for Modern NLP May 20, 2022 Federated Learning
Code Code Available On the Decentralization of Blockchain-enabled Asynchronous Federated Learning May 20, 2022 Edge-computing Federated Learning
— Unverified Service Delay Minimization for Federated Learning over Mobile Devices May 19, 2022 Federated Learning Quantization
— Unverified Differential Privacy: What is all the noise about? May 19, 2022 All Federated Learning
Code Code Available FedILC: Weighted Geometric Mean and Invariant Gradient Covariance for Federated Learning on Non-IID Data May 19, 2022 Federated Learning
Code Code Available Federated learning: Applications, challenges and future directions May 18, 2022 Federated Learning Medical Diagnosis
— Unverified Deep Quality Estimation: Creating Surrogate Models for Human Quality Ratings May 17, 2022 Federated Learning Segmentation
— Unverified Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting May 17, 2022 Federated Learning
— Unverified Mobility, Communication and Computation Aware Federated Learning for Internet of Vehicles May 17, 2022 Federated Learning
— Unverified Label-Efficient Self-Supervised Federated Learning for Tackling Data Heterogeneity in Medical Imaging May 17, 2022 Federated Learning Medical Image Analysis
Code Code Available 