Compression Boosts Differentially Private Federated Learning Nov 10, 2020 Compressive Sensing Federated Learning
— Unverified Mitigating Leakage in Federated Learning with Trusted Hardware Nov 10, 2020 Federated Learning
— Unverified Privacy Preservation in Federated Learning: An insightful survey from the GDPR Perspective Nov 10, 2020 Federated Learning Privacy Preserving
— Unverified Federated Learning via Intelligent Reflecting Surface Nov 10, 2020 Federated Learning
— Unverified Distributed Learning with Low Communication Cost via Gradient Boosting Untrained Neural Network Nov 10, 2020 Federated Learning
— Unverified Interpretable collaborative data analysis on distributed data Nov 9, 2020 Federated Learning
— Unverified Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning Nov 8, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Federated Crowdsensing: Framework and Challenges Nov 6, 2020 Federated Learning
— Unverified FedSL: Federated Split Learning on Distributed Sequential Data in Recurrent Neural Networks Nov 6, 2020 Federated Learning Privacy Preserving
Code Code Available Resource-Constrained Federated Learning with Heterogeneous Labels and Models Nov 6, 2020 BIG-bench Machine Learning Federated Learning
— Unverified FDNAS: Improving Data Privacy and Model Diversity in AutoML Nov 6, 2020 AutoML Diversity
— Unverified Collaborative City Digital Twin For Covid-19 Pandemic: A Federated Learning Solution Nov 5, 2020 Federated Learning Management
— Unverified BaFFLe: Backdoor detection via Feedback-based Federated Learning Nov 4, 2020 Federated Learning Model Poisoning
— Unverified Local SGD: Unified Theory and New Efficient Methods Nov 3, 2020 Federated Learning
— Unverified An Efficiency-boosting Client Selection Scheme for Federated Learning with Fairness Guarantee Nov 3, 2020 Distributed Computing Fairness
— Unverified Semi-supervised Federated Learning for Activity Recognition Nov 2, 2020 Activity Recognition Data Augmentation
— Unverified FedED: Federated Learning via Ensemble Distillation for Medical Relation Extraction Nov 1, 2020 Federated Learning Knowledge Distillation
— Unverified One-Shot Federated Learning with Neuromorphic Processors Nov 1, 2020 Federated Learning Gesture Recognition
— Unverified Empirical Studies of Institutional Federated Learning For Natural Language Processing Nov 1, 2020 Federated Learning GPU
— Unverified Fast Convergence Algorithm for Analog Federated Learning Oct 30, 2020 Federated Learning
— Unverified Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework Oct 29, 2020 Federated Learning speech-recognition
— Unverified Mitigating Backdoor Attacks in Federated Learning Oct 28, 2020 Federated Learning
— Unverified Federated Learning From Big Data Over Networks Oct 27, 2020 Federated Learning regression
Code Code Available Spiking Neural Networks -- Part III: Neuromorphic Communications Oct 27, 2020 Federated Learning
— Unverified Optimal Importance Sampling for Federated Learning Oct 26, 2020 Federated Learning regression
— Unverified Distributed Saddle-Point Problems: Lower Bounds, Near-Optimal and Robust Algorithms Oct 25, 2020 Distributed Optimization Federated Learning
— Unverified Adaptive Federated Learning and Digital Twin for Industrial Internet of Things Oct 25, 2020 Clustering Deep Reinforcement Learning
— Unverified Federated Bandit: A Gossiping Approach Oct 24, 2020 Federated Learning
— Unverified Demystifying Why Local Aggregation Helps: Convergence Analysis of Hierarchical SGD Oct 24, 2020 Federated Learning
Code Code Available Differentially-Private Federated Linear Bandits Oct 22, 2020 Federated Learning
Code Code Available Hierarchical Federated Learning through LAN-WAN Orchestration Oct 22, 2020 Federated Learning
— Unverified Network Anomaly Detection Using Federated Learning and Transfer Learning Oct 22, 2020 Anomaly Detection Federated Learning
— Unverified GFL: A Decentralized Federated Learning Framework Based On Blockchain Oct 21, 2020 Data Poisoning Federated Learning
— Unverified Edge Bias in Federated Learning and its Solution by Buffered Knowledge Distillation Oct 20, 2020 Federated Learning Knowledge Distillation
— Unverified A Federated Learning Approach to Anomaly Detection in Smart Buildings Oct 20, 2020 Anomaly Detection Federated Learning
— Unverified Federated Unsupervised Representation Learning Oct 18, 2020 Federated Learning Representation Learning
— Unverified Sliding Differential Evolution Scheduling for Federated Learning in Bandwidth-Limited Networks Oct 18, 2020 Federated Learning Scheduling
— Unverified Layer-wise Characterization of Latent Information Leakage in Federated Learning Oct 17, 2020 Federated Learning
— Unverified Flow-FL: Data-Driven Federated Learning for Spatio-Temporal Predictions in Multi-Robot Systems Oct 16, 2020 Federated Learning Trajectory Forecasting
— Unverified Federated Learning in Adversarial Settings Oct 15, 2020 Federated Learning Quantization
— Unverified BlockFLA: Accountable Federated Learning via Hybrid Blockchain Architecture Oct 14, 2020 Federated Learning
— Unverified Improving Accuracy of Federated Learning in Non-IID Settings Oct 14, 2020 Federated Learning
— Unverified COVID-19 Imaging Data Privacy by Federated Learning Design: A Theoretical Framework Oct 13, 2020 BIG-bench Machine Learning Federated Learning
— Unverified Can Federated Learning Save The Planet? Oct 13, 2020 Federated Learning
— Unverified Direct Federated Neural Architecture Search Oct 13, 2020 Federated Learning Neural Architecture Search
— Unverified Differentially Private Secure Multi-Party Computation for Federated Learning in Financial Applications Oct 12, 2020 Federated Learning Fraud Detection
— Unverified FedAT: A High-Performance and Communication-Efficient Federated Learning System with Asynchronous Tiers Oct 12, 2020 Federated Learning
— Unverified Fairness-aware Agnostic Federated Learning Oct 10, 2020 Fairness Federated Learning
— Unverified Voting-based Approaches For Differentially Private Federated Learning Oct 9, 2020 Federated Learning Transfer Learning
— Unverified Optimal Gradient Compression for Distributed and Federated Learning Oct 7, 2020 Federated Learning Quantization
— Unverified 