| Distributed Machine Learning in D2D-Enabled Heterogeneous Networks: Architectures, Performance, and Open Challenges | Jun 4, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Learning rich optical embeddings for privacy-preserving lensless image classification | Jun 3, 2022 | Classificationimage-classification | —Unverified | 0 |
| PriPA: A Tool for Privacy-Preserving Analytics of Linguistic Data | Jun 1, 2022 | Privacy Preserving | —Unverified | 0 |
| At the Intersection of NLP and Sustainable Development: Exploring the Impact of Demographic-Aware Text Representations in Modeling Value on a Corpus of Interviews | Jun 1, 2022 | ClassificationPrivacy Preserving | CodeCode Available | 0 |
| THE-X: Privacy-Preserving Transformer Inference with Homomorphic Encryption | Jun 1, 2022 | Privacy Preserving | —Unverified | 0 |
| Privacy for Free: How does Dataset Condensation Help Privacy? | Jun 1, 2022 | Dataset CondensationPrivacy Preserving | —Unverified | 0 |
| Dataset Distillation using Neural Feature Regression | Jun 1, 2022 | Continual LearningDataset Distillation | CodeCode Available | 0 |
| Defense Against Gradient Leakage Attacks via Learning to Obscure Data | Jun 1, 2022 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| An optimal transport approach for selecting a representative subsample with application in efficient kernel density estimation | May 31, 2022 | Active LearningDensity Estimation | —Unverified | 0 |
| FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality Prediction | May 30, 2022 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 0 |
