Microsoft

Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data

Differentially private (DP) synthetic data sets are a solution for sharing data while preserving the privacy of individual data providers. Understanding the effects of utilizing DP synthetic data in ...
IEEE

Low-Rank Tensor Regularized Graph Fuzzy Learning for Multi-View Data Processing

Abstract: Multi-view data processing is an effective tool to differentiate the levels of consumers on electronics. Recently, the graph based multi-view clustering methods have attracted widespread ...
IEEE

Airport Visibility Classification Based on Multimodal Fusion of Image-Tabular Data

Abstract: Low visibility is a major cause of flight delays and airport cancellations. Hence, providing accurate prediction of airport visibility is vital to prevent significant losses for airlines, ...