| Fair Federated Data Clustering through Personalization: Bridging the Gap between Diverse Data Distributions | Jul 5, 2024 | ClusteringPrivacy Preserving | CodeCode Available | 0 | 5 |
| PLAN: Variance-Aware Private Mean Estimation | Jun 14, 2023 | Privacy Preserving | CodeCode Available | 0 | 5 |
| FedCAR: Cross-client Adaptive Re-weighting for Generative Models in Federated Learning | Dec 16, 2024 | Federated LearningImage Generation | CodeCode Available | 0 | 5 |
| FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration | May 25, 2025 | Contrastive LearningEdge-computing | CodeCode Available | 0 | 5 |
| Comprehensive Generative Replay for Task-Incremental Segmentation with Concurrent Appearance and Semantic Forgetting | Jun 28, 2024 | DenoisingIncremental Learning | CodeCode Available | 0 | 5 |
| Practical Differentially Private and Byzantine-resilient Federated Learning | Apr 15, 2023 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Preempting Text Sanitization Utility in Resource-Constrained Privacy-Preserving LLM Interactions | Nov 18, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Preserving Privacy in Cloud-based Data-Driven Stabilization | Oct 22, 2024 | Privacy Preserving | CodeCode Available | 0 | 5 |
| PRICURE: Privacy-Preserving Collaborative Inference in a Multi-Party Setting | Feb 19, 2021 | Collaborative Inferenceimage-classification | CodeCode Available | 0 | 5 |
| Aura: Privacy-preserving Augmentation to Improve Test Set Diversity in Speech Enhancement | Oct 8, 2021 | DiversityPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Universal Metric of Dataset Similarity for Cross-silo Federated Learning | Apr 29, 2024 | Federated LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing Trade-offs in Privacy, Utility, and Computational Efficiency through MUltistage Sampling Technique (MUST) | Dec 20, 2023 | Computational EfficiencyPrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhancing Small Medical Learners with Privacy-preserving Contextual Prompting | May 22, 2023 | Decision MakingPrivacy Preserving | CodeCode Available | 0 | 5 |
| ER-AE: Differentially Private Text Generation for Authorship Anonymization | Jul 20, 2019 | Privacy PreservingText Generation | CodeCode Available | 0 | 5 |
| Achieving Model Fairness in Vertical Federated Learning | Sep 17, 2021 | BIG-bench Machine LearningFairness | CodeCode Available | 0 | 5 |
| A Unified Benchmark of Federated Learning with Kolmogorov-Arnold Networks for Medical Imaging | Apr 28, 2025 | Federated LearningKolmogorov-Arnold Networks | CodeCode Available | 0 | 5 |
| Audit to Forget: A Unified Method to Revoke Patients' Private Data in Intelligent Healthcare | Feb 20, 2023 | Deep LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| Analyze Gauss: Optimal Bounds for Privacy-Preserving Principal Component Analysis | May 1, 2014 | AttributePrivacy Preserving | CodeCode Available | 0 | 5 |
| Enhanced Outsourced and Secure Inference for Tall Sparse Decision Trees | May 4, 2025 | Cloud ComputingPrivacy Preserving | CodeCode Available | 0 | 5 |
| Estimating Model Performance on External Samples from Their Limited Statistical Characteristics | Feb 28, 2022 | Privacy Preserving | CodeCode Available | 0 | 5 |
| Efficient and Privacy-Preserved Link Prediction via Condensed Graphs | Mar 15, 2025 | Link PredictionNode Classification | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Empathy Detection from Text, Audiovisual, Audio or Physiological Signals: A Systematic Review of Task Formulations and Machine Learning Methods | Oct 30, 2023 | Privacy PreservingSystematic Literature Review | CodeCode Available | 0 | 5 |
| Empowering Data Mesh with Federated Learning | Mar 26, 2024 | Decision MakingFederated Learning | CodeCode Available | 0 | 5 |
| Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification | Nov 29, 2021 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
