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 Collaborative Fairness in Federated Learning Aug 27, 2020 Collaborative Fairness Fairness
Code Code Available Performance Optimization for Federated Person Re-identification via Benchmark Analysis Aug 26, 2020 Federated Learning Knowledge Distillation
Code Code Available Improving Semi-supervised Federated Learning by Reducing the Gradient Diversity of Models Aug 26, 2020 Diversity Federated Learning
Code Code Available Accelerating Federated Learning in Heterogeneous Data and Computational Environments Aug 25, 2020 Federated Learning
— Unverified A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations Aug 25, 2020 Collaborative Filtering Federated Learning
— Unverified FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training Aug 25, 2020 Federated Learning Representation Learning
Code Code Available New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design Aug 25, 2020 Deep Learning Federated Learning
— Unverified Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO Aug 25, 2020 Federated Learning
— Unverified Convergence of Federated Learning over a Noisy Downlink Aug 25, 2020 Federated Learning Quantization
— Unverified Federated Learning for Cellular-connected UAVs: Radio Mapping and Path Planning Aug 23, 2020 Federated Learning
— Unverified Federated Learning with Communication Delay in Edge Networks Aug 21, 2020 Federated Learning
— Unverified A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy Aug 21, 2020 Federated Learning
— Unverified Toward Smart Security Enhancement of Federated Learning Networks Aug 19, 2020 Deep Reinforcement Learning Federated Learning
— Unverified Intelligent Radio Signal Processing: A Survey Aug 19, 2020 Federated Learning Survey
— Unverified Shared MF: A privacy-preserving recommendation system Aug 18, 2020 Federated Learning Privacy Preserving
— Unverified Adaptive Distillation for Decentralized Learning from Heterogeneous Clients Aug 18, 2020 Federated Learning
— Unverified Inverse Distance Aggregation for Federated Learning with Non-IID Data Aug 17, 2020 Federated Learning
— Unverified WAFFLE: Watermarking in Federated Learning Aug 17, 2020 Federated Learning
Code Code Available Shuffled Model of Federated Learning: Privacy, Communication and Accuracy Trade-offs Aug 17, 2020 Federated Learning
— Unverified FLBench: A Benchmark Suite for Federated Learning Aug 17, 2020 BIG-bench Machine Learning Federated Learning
— Unverified How to Put Users in Control of their Data in Federated Top-N Recommendation with Learning to Rank Aug 17, 2020 Federated Learning Learning-To-Rank
— Unverified Siloed Federated Learning for Multi-Centric Histopathology Datasets Aug 17, 2020 Deep Learning Domain Adaptation
— Unverified Heterogeneous Federated Learning Aug 15, 2020 Federated Learning
— Unverified Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data Aug 14, 2020 Data Augmentation Federated Learning
— Unverified Federated Doubly Stochastic Kernel Learning for Vertically Partitioned Data Aug 14, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Privacy-Preserving Asynchronous Federated Learning Algorithms for Multi-Party Vertically Collaborative Learning Aug 14, 2020 Federated Learning Privacy Preserving
— Unverified Privacy Preserving Vertical Federated Learning for Tree-based Models Aug 14, 2020 Federated Learning Privacy Preserving
— Unverified Addressing Class Imbalance in Federated Learning Aug 14, 2020 Federated Learning
Code Code Available WAFFLe: Weight Anonymized Factorization for Federated Learning Aug 13, 2020 Fairness Federated Learning
— Unverified Distantly Supervised Relation Extraction in Federated Settings Aug 12, 2020 Denoising Federated Learning
Code Code Available FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching Aug 11, 2020 Federated Learning
— Unverified FedNNNN: Norm-Normalized Neural Network Aggregation for Fast and Accurate Federated Learning Aug 11, 2020 Federated Learning
— Unverified Federated Learning via Synthetic Data Aug 11, 2020 Federated Learning
— Unverified Holdout SGD: Byzantine Tolerant Federated Learning Aug 11, 2020 Federated Learning
— Unverified Mime: Mimicking Centralized Stochastic Algorithms in Federated Learning Aug 8, 2020 Federated Learning
Code Code Available LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets Aug 7, 2020 Federated Learning
Code Code Available Federated Transfer Learning with Dynamic Gradient Aggregation Aug 6, 2020 Federated Learning speech-recognition
— Unverified Improving on-device speaker verification using federated learning with privacy Aug 6, 2020 Federated Learning Multi-Task Learning
— Unverified E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI Aug 4, 2020 Clustering Federated Learning
— Unverified State-of-the-art Techniques in Deep Edge Intelligence Aug 3, 2020 Deep Learning Edge-computing
— Unverified Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning Aug 3, 2020 Decoder Diversity
— Unverified The Need for Advanced Intelligence in NFV Management and Orchestration Aug 3, 2020 Federated Learning Management
— Unverified Federated Learning with Sparsification-Amplified Privacy and Adaptive Optimization Aug 1, 2020 Federated Learning
— Unverified LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy Jul 31, 2020 Federated Learning
— Unverified Communication-Efficient Federated Learning via Optimal Client Sampling Jul 30, 2020 Federated Learning Language Modeling
— Unverified 