Cognitive Learning-Aided Multi-Antenna Communications Oct 7, 2020 Diversity Federated Learning
— Unverified Lower Bounds and Optimal Algorithms for Personalized Federated Learning Oct 5, 2020 Federated Learning Personalized Federated Learning
— Unverified Can we Generalize and Distribute Private Representation Learning? Oct 5, 2020 Federated Learning Generative Adversarial Network
Code Code Available Client Selection in Federated Learning: Convergence Analysis and Power-of-Choice Selection Strategies Oct 3, 2020 Distributed Optimization Federated Learning
— Unverified Towards Bidirectional Protection in Federated Learning Oct 2, 2020 Federated Learning
— Unverified Blind Federated Learning at the Wireless Edge with Low-Resolution ADC and DAC Oct 1, 2020 Federated Learning
— Unverified Optimal Task Assignment to Heterogeneous Federated Learning Devices Oct 1, 2020 Federated Learning
Code Code Available Model-Agnostic Round-Optimal Federated Learning via Knowledge Transfer Sep 28, 2020 Federated Learning Transfer Learning
— Unverified A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 28, 2020 Federated Learning
— Unverified Automated Pancreas Segmentation Using Multi-institutional Collaborative Deep Learning Sep 28, 2020 Automated Pancreas Segmentation Deep Learning
— Unverified Loosely Coupled Federated Learning Over Generative Models Sep 28, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Federated Transfer Learning: concept and applications Sep 26, 2020 Federated Learning Transfer Learning
— Unverified Privacy-preserving Transfer Learning via Secure Maximum Mean Discrepancy Sep 24, 2020 Federated Learning Privacy Preserving
— Unverified FastSecAgg: Scalable Secure Aggregation for Privacy-Preserving Federated Learning Sep 23, 2020 Federated Learning Privacy Preserving
— Unverified An Incentive Mechanism for Federated Learning in Wireless Cellular network: An Auction Approach Sep 22, 2020 BIG-bench Machine Learning Federated Learning
— Unverified When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network Sep 22, 2020 Decision Making Deep Reinforcement Learning
— Unverified FedCluster: Boosting the Convergence of Federated Learning via Cluster-Cycling Sep 22, 2020 Federated Learning
— Unverified Dynamic Fusion based Federated Learning for COVID-19 Detection Sep 22, 2020 BIG-bench Machine Learning Decision Making
— Unverified Training Production Language Models without Memorizing User Data Sep 21, 2020 Federated Learning Memorization
— Unverified Estimation of Individual Device Contributions for Incentivizing Federated Learning Sep 20, 2020 Federated Learning
— Unverified Adversarial Robustness through Bias Variance Decomposition: A New Perspective for Federated Learning Sep 18, 2020 Adversarial Robustness Federated Learning
— Unverified Federated Learning with Nesterov Accelerated Gradient Sep 18, 2020 Federated Learning
— Unverified Distilled One-Shot Federated Learning Sep 17, 2020 Dataset Distillation Federated Learning
— Unverified Byzantine-Robust Variance-Reduced Federated Learning over Distributed Non-i.i.d. Data Sep 17, 2020 Federated Learning
Code Code Available FedSmart: An Auto Updating Federated Learning Optimization Mechanism Sep 16, 2020 Federated Learning Privacy Preserving
— Unverified Federated Dynamic GNN with Secure Aggregation Sep 15, 2020 Federated Learning Graph Neural Network
— Unverified A Principled Approach to Data Valuation for Federated Learning Sep 14, 2020 Data Summarization Data Valuation
— Unverified Robustness and Personalization in Federated Learning: A Unified Approach via Regularization Sep 14, 2020 Federated Learning Personalized Federated Learning
— Unverified A Vertical Federated Learning Method for Interpretable Scorecard and Its Application in Credit Scoring Sep 14, 2020 Federated Learning Management
— Unverified SAPAG: A Self-Adaptive Privacy Attack From Gradients Sep 14, 2020 Federated Learning Reconstruction Attack
— Unverified Private data sharing between decentralized users through the privGAN architecture Sep 14, 2020 Federated Learning
— Unverified Effective Federated Adaptive Gradient Methods with Non-IID Decentralized Data Sep 14, 2020 Edge-computing Federated Learning
— Unverified FLaPS: Federated Learning and Privately Scaling Sep 13, 2020 Federated Learning
Code Code Available Federated Model Distillation with Noise-Free Differential Privacy Sep 11, 2020 Federated Learning
— Unverified Trading Data For Learning: Incentive Mechanism For On-Device Federated Learning Sep 11, 2020 Federated Learning
— Unverified Local and Central Differential Privacy for Robustness and Privacy in Federated Learning Sep 8, 2020 Federated Learning
— Unverified FedCM: A Real-time Contribution Measurement Method for Participants in Federated Learning Sep 8, 2020 Federated Learning
— Unverified Low-Rank Training of Deep Neural Networks for Emerging Memory Technology Sep 8, 2020 Computational Efficiency Decision Making
— Unverified Hybrid Differentially Private Federated Learning on Vertically Partitioned Data Sep 6, 2020 Federated Learning Privacy Preserving
— Unverified Blockchain-based Federated Learning for Failure Detection in Industrial IoT Sep 6, 2020 Federated Learning Privacy Preserving
— Unverified Particle Swarm Optimized Federated Learning For Industrial IoT and Smart City Services Sep 5, 2020 Federated Learning global-optimization
— Unverified ESMFL: Efficient and Secure Models for Federated Learning Sep 3, 2020 Federated Learning Privacy Preserving
— Unverified Federated Learning for Breast Density Classification: A Real-World Implementation Sep 3, 2020 breast density classification Classification
— Unverified Fed-Sim: Federated Simulation for Medical Imaging Sep 1, 2020 Federated Learning
— Unverified POSEIDON: Privacy-Preserving Federated Neural Network Learning Sep 1, 2020 Federated Learning Privacy Preserving
— Unverified Federated Edge Learning : Design Issues and Challenges Aug 31, 2020 Federated Learning Scheduling
— Unverified SEEC: Semantic Vector Federation across Edge Computing Environments Aug 30, 2020 Edge-computing Federated Learning
— Unverified GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model Aug 29, 2020 Dimensionality Reduction Federated Learning
— Unverified A Metamodel and Framework for AGI Aug 28, 2020 Federated Learning object-detection
— Unverified Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO Aug 25, 2020 Federated Learning
— Unverified 