FedCVT: Semi-supervised Vertical Federated Learning with Cross-view Training Aug 25, 2020 Federated Learning Representation Learning
Code Code Available A Federated Multi-View Deep Learning Framework for Privacy-Preserving Recommendations Aug 25, 2020 Collaborative Filtering Federated Learning
— Unverified New Directions in Distributed Deep Learning: Bringing the Network at Forefront of IoT Design Aug 25, 2020 Deep Learning Federated Learning
— Unverified Convergence of Federated Learning over a Noisy Downlink Aug 25, 2020 Federated Learning Quantization
— Unverified Accelerating Federated Learning in Heterogeneous Data and Computational Environments Aug 25, 2020 Federated Learning
— Unverified Federated Learning for Cellular-connected UAVs: Radio Mapping and Path Planning Aug 23, 2020 Federated Learning
— Unverified A(DP)^2SGD: Asynchronous Decentralized Parallel Stochastic Gradient Descent with Differential Privacy Aug 21, 2020 Federated Learning
— Unverified Federated Learning with Communication Delay in Edge Networks Aug 21, 2020 Federated Learning
— Unverified Intelligent Radio Signal Processing: A Survey Aug 19, 2020 Federated Learning Survey
— Unverified Toward Smart Security Enhancement of Federated Learning Networks Aug 19, 2020 Deep Reinforcement Learning Federated Learning
— Unverified Adaptive Distillation for Decentralized Learning from Heterogeneous Clients Aug 18, 2020 Federated Learning
— Unverified Shared MF: A privacy-preserving recommendation system Aug 18, 2020 Federated Learning Privacy Preserving
— 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 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 Inverse Distance Aggregation for Federated Learning with Non-IID Data Aug 17, 2020 Federated Learning
— 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 Privacy Preserving Vertical Federated Learning for Tree-based Models Aug 14, 2020 Federated Learning Privacy Preserving
— 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 Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data Aug 14, 2020 Data Augmentation Federated Learning
— Unverified WAFFLe: Weight Anonymized Factorization for Federated Learning Aug 13, 2020 Fairness 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 FedSKETCH: Communication-Efficient and Private Federated Learning via Sketching Aug 11, 2020 Federated Learning
— Unverified Improving on-device speaker verification using federated learning with privacy Aug 6, 2020 Federated Learning Multi-Task Learning
— Unverified Federated Transfer Learning with Dynamic Gradient Aggregation Aug 6, 2020 Federated Learning speech-recognition
— Unverified E-Tree Learning: A Novel Decentralized Model Learning Framework for Edge AI Aug 4, 2020 Clustering Federated Learning
— Unverified The Need for Advanced Intelligence in NFV Management and Orchestration Aug 3, 2020 Federated Learning Management
— Unverified Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning Aug 3, 2020 Decoder Diversity
— Unverified State-of-the-art Techniques in Deep Edge Intelligence Aug 3, 2020 Deep Learning Edge-computing
— 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 Efficient Sparse Secure Aggregation for Federated Learning Jul 29, 2020 Federated Learning
— Unverified Accelerating Federated Learning over Reliability-Agnostic Clients in Mobile Edge Computing Systems Jul 28, 2020 Edge-computing Federated Learning
— Unverified Learning discrete distributions: user vs item-level privacy Jul 27, 2020 Federated Learning
— Unverified Evaluation of Federated Learning in Phishing Email Detection Jul 27, 2020 Distributed Computing Federated Learning
— Unverified Fast-Convergent Federated Learning Jul 26, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Federated Self-Supervised Learning of Multi-Sensor Representations for Embedded Intelligence Jul 25, 2020 Federated Learning Self-Supervised Learning
— Unverified Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms Jul 23, 2020 Federated Learning
— Unverified A Systematic Literature Review on Federated Machine Learning: From A Software Engineering Perspective Jul 22, 2020 BIG-bench Machine Learning Federated Learning
— Unverified FedOCR: Communication-Efficient Federated Learning for Scene Text Recognition Jul 22, 2020 Federated Learning Privacy Preserving
— Unverified FPGA-Based Hardware Accelerator of Homomorphic Encryption for Efficient Federated Learning Jul 21, 2020 Federated Learning High-Level Synthesis
— Unverified Incentives for Federated Learning: a Hypothesis Elicitation Approach Jul 21, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Byzantine-Resilient Secure Federated Learning Jul 21, 2020 Federated Learning Outlier Detection
— Unverified Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach Jul 19, 2020 Anomaly Detection Federated Learning
— Unverified Tighter Generalization Bounds for Iterative Differentially Private Learning Algorithms Jul 18, 2020 Federated Learning Generalization Bounds
— Unverified 