Meghana Kshirsagar

1. Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
   2023/10/30 by Mayana Pereira, Pereira, Mayana, Meghana Kshirsagar +9 · 3 citations
   Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Blockchain Technology Applications and Security
2. An Analysis of the Deployment of Models Trained on Private Tabular Synthetic Data: Unexpected Surprises
   2021/06/15 by Mayana Pereira, Meghana Kshirsagar, Pereira, Mayana +7 · 1 citation
   Computer Science · Decision Sciences · #Computers and Society (cs.CY) #Cryptography and Data Security #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data