| Towards autonomic orchestration of machine learning pipelines in future networks | Jul 17, 2021 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Learning Sparse Privacy-Preserving Representations for Smart Meters Data | Jul 17, 2021 | AttributeFault Detection | —Unverified | 0 |
| Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach | Jul 16, 2021 | Decision MakingFederated Learning | —Unverified | 0 |
| Uncertainty-Guided Mixup for Semi-Supervised Domain Adaptation without Source Data | Jul 14, 2021 | Domain AdaptationPrivacy Preserving | —Unverified | 0 |
| An Efficient DP-SGD Mechanism for Large Scale NLP Models | Jul 14, 2021 | GPUNatural Language Understanding | —Unverified | 0 |
| A Distance Measure for Privacy-preserving Process Mining based on Feature Learning | Jul 14, 2021 | Privacy Preserving | —Unverified | 0 |
| Towards Representation Identical Privacy-Preserving Graph Neural Network via Split Learning | Jul 13, 2021 | Graph Neural NetworkPrivacy Preserving | —Unverified | 0 |
| Federated Learning as a Mean-Field Game | Jul 8, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DER Forecast using Privacy Preserving Federated Learning | Jul 7, 2021 | Federated LearningPrediction | —Unverified | 0 |
| Differentially private federated deep learning for multi-site medical image segmentation | Jul 6, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Differentially Private Sliced Wasserstein Distance | Jul 5, 2021 | Domain AdaptationPrivacy Preserving | CodeCode Available | 0 |
| Privacy-Preserving Representation Learning on Graphs: A Mutual Information Perspective | Jul 3, 2021 | Link PredictionNode Classification | —Unverified | 0 |
| Privacy-Preserving Image Acquisition Using Trainable Optical Kernel | Jun 28, 2021 | AttributePrivacy Preserving | —Unverified | 0 |
| Learning Language and Multimodal Privacy-Preserving Markers of Mood from Mobile Data | Jun 24, 2021 | Privacy Preserving | —Unverified | 0 |
| Handling Data Heterogeneity with Generative Replay in Collaborative Learning for Medical Imaging | Jun 24, 2021 | Image GenerationPrivacy Preserving | —Unverified | 0 |
| PALMAR: Towards Adaptive Multi-inhabitant Activity Recognition in Point-Cloud Technology | Jun 22, 2021 | Activity RecognitionClustering | —Unverified | 0 |
| A Vertical Federated Learning Framework for Graph Convolutional Network | Jun 22, 2021 | Federated LearningGraph Neural Network | —Unverified | 0 |
| Data Optimisation for a Deep Learning Recommender System | Jun 21, 2021 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| FedXGBoost: Privacy-Preserving XGBoost for Federated Learning | Jun 20, 2021 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| A compressive multi-kernel method for privacy-preserving machine learning | Jun 20, 2021 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Scalable Differential Privacy With Sparse Network Finetuning | Jun 19, 2021 | Privacy PreservingTransfer Learning | —Unverified | 0 |
| Privacy Preserving Localization and Mapping From Uncalibrated Cameras | Jun 19, 2021 | Mixed RealityPrivacy Preserving | —Unverified | 0 |
| Federated CycleGAN for Privacy-Preserving Image-to-Image Translation | Jun 17, 2021 | Federated LearningImage-to-Image Translation | —Unverified | 0 |
| Privacy-Preserving Eye-tracking Using Deep Learning | Jun 17, 2021 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Federated Learning for Intrusion Detection System: Concepts, Challenges and Future Directions | Jun 16, 2021 | Anomaly DetectionAutonomous Vehicles | —Unverified | 0 |