FedProf: Selective Federated Learning with Representation Profiling Feb 2, 2021 Federated Learning Privacy Preserving
— Unverified Decentralized Federated Learning Preserves Model and Data Privacy Feb 1, 2021 Anomaly Detection Federated Learning
— Unverified Curse or Redemption? How Data Heterogeneity Affects the Robustness of Federated Learning Feb 1, 2021 Federated Learning
— Unverified Scaling Federated Learning for Fine-tuning of Large Language Models Feb 1, 2021 Federated Learning Sentiment Analysis
— Unverified A_Blockchain-Based_Decentralized_Federated_Learning_Framework_with_Committee_Consensus Jan 31, 2021 Federated Learning
— Unverified On Data Efficiency of Meta-learning Jan 30, 2021 Federated Learning Meta-Learning
— Unverified Federated Learning over Wireless Device-to-Device Networks: Algorithms and Convergence Analysis Jan 29, 2021 Cloud Computing Dimensionality Reduction
— Unverified Self-supervised Cross-silo Federated Neural Architecture Search Jan 28, 2021 Federated Learning Neural Architecture Search
— Unverified Differential Privacy Meets Federated Learning under Communication Constraints Jan 28, 2021 Federated Learning Model Compression
— Unverified Covert Model Poisoning Against Federated Learning: Algorithm Design and Optimization Jan 28, 2021 Federated Learning Model Poisoning
— Unverified FedH2L: Federated Learning with Model and Statistical Heterogeneity Jan 27, 2021 Federated Learning model
— Unverified Artificial Intelligence Driven UAV-NOMA-MEC in Next Generation Wireless Networks Jan 27, 2021 Edge-computing Federated Learning
— Unverified Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning Jan 27, 2021 Federated Learning Open-Ended Question Answering
— Unverified Accuracy and Privacy Evaluations of Collaborative Data Analysis Jan 27, 2021 Dimensionality Reduction Federated Learning
— Unverified Transparent Contribution Evaluation for Secure Federated Learning on Blockchain Jan 26, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Adaptive Scheduling for Machine Learning Tasks over Networks Jan 25, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Failure Prediction in Production Line Based on Federated Learning: An Empirical Study Jan 25, 2021 Federated Learning
— Unverified Untargeted Poisoning Attack Detection in Federated Learning via Behavior Attestation Jan 24, 2021 Federated Learning Model Poisoning
— Unverified Vertical federated learning based on DFP and BFGS Jan 23, 2021 Federated Learning regression
— Unverified Time-Correlated Sparsification for Communication-Efficient Federated Learning Jan 21, 2021 Federated Learning Quantization
— Unverified Sum-Rate-Distortion Function for Indirect Multiterminal Source Coding in Federated Learning Jan 21, 2021 Decoder Federated Learning
— Unverified FedNS: Improving Federated Learning for collaborative image classification on mobile clients Jan 20, 2021 Federated Learning General Classification
— Unverified Collaborative Federated Learning For Healthcare: Multi-Modal COVID-19 Diagnosis at the Edge Jan 19, 2021 COVID-19 Diagnosis Diagnostic
— Unverified Blockchain Assisted Decentralized Federated Learning (BLADE-FL): Performance Analysis and Resource Allocation Jan 18, 2021 Federated Learning
— Unverified Federated Learning Based Proactive Handover in Millimeter-wave Vehicular Networks Jan 18, 2021 Federated Learning
— Unverified Reducing bias and increasing utility by federated generative modeling of medical images using a centralized adversary Jan 18, 2021 Federated Learning Lesion Classification
— Unverified Detection of Insider Attacks in Distributed Projected Subgradient Algorithms Jan 18, 2021 Federated Learning
— Unverified Privacy-Preserving Learning of Human Activity Predictors in Smart Environments Jan 17, 2021 Federated Learning Privacy Preserving
— Unverified Probabilistic Inference for Learning from Untrusted Sources Jan 15, 2021 Bayesian Inference Collaborative Filtering
— Unverified Auto-weighted Robust Federated Learning with Corrupted Data Sources Jan 14, 2021 Federated Learning Privacy Preserving
Code Code Available Federated Learning: Opportunities and Challenges Jan 14, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Towards Energy Efficient Federated Learning over 5G+ Mobile Devices Jan 13, 2021 Federated Learning GPU
— Unverified Personalized Federated Deep Learning for Pain Estimation From Face Images Jan 12, 2021 Deep Learning Federated Learning
Code Code Available FedAR: Activity and Resource-Aware Federated Learning Model for Distributed Mobile Robots Jan 11, 2021 Autonomous Vehicles BIG-bench Machine Learning
— Unverified On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times Jan 11, 2021 Federated Learning
— Unverified Bandwidth Allocation for Multiple Federated Learning Services in Wireless Edge Networks Jan 10, 2021 Fairness Federated Learning
— Unverified DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning Jan 8, 2021 Adversarial Robustness BIG-bench Machine Learning
— Unverified Differentially Private Federated Learning for Cancer Prediction Jan 8, 2021 Federated Learning Prediction
Code Code Available Federated Intelligence for Active Queue Management in Inter-Domain Congestion Jan 8, 2021 Federated Learning Management
Code Code Available Architectural Patterns for the Design of Federated Learning Systems Jan 7, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Federated Learning over Noisy Channels: Convergence Analysis and Design Examples Jan 6, 2021 Federated Learning
— Unverified IPLS : A Framework for Decentralized Federated Learning Jan 6, 2021 Federated Learning
Code Code Available Fusion of Federated Learning and Industrial Internet of Things: A Survey Jan 4, 2021 BIG-bench Machine Learning Federated Learning
— Unverified Federated Learning-Based Risk-Aware Decision toMitigate Fake Task Impacts on CrowdsensingPlatforms Jan 4, 2021 Federated Learning
— Unverified Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation Jan 4, 2021 Federated Learning Learning Theory
— Unverified Sself: Robust Federated Learning against Stragglers and Adversaries Jan 1, 2021 Data Poisoning Federated Learning
— Unverified Federated learning using mixture of experts Jan 1, 2021 Federated Learning Mixture-of-Experts
— Unverified End-to-End on-device Federated Learning: A case study Jan 1, 2021 Autonomous Driving BIG-bench Machine Learning
— Unverified Fidel: Reconstructing Private Training Samples from Weight Updates in Federated Learning Jan 1, 2021 Federated Learning
Code Code Available Few-Round Learning for Federated Learning Jan 1, 2021 Federated Learning Few-Shot Learning
— Unverified 