Kshirsagar, Meghana
- Becoming Good at AI for Good
2021/04/23 by Kshirsagar, Meghana, Robinson, Caleb, Yang, Siyu +13 · 4 citations
#Computers and Society (cs.CY) #FOS: Computer and information sciences
- 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, Meghana Kshirsagar, Pereira, Mayana +9 · 3 citations
Computer Science · Social Sciences · #Privacy-Preserving Technologies in Data #Ethics and Social Impacts of AI #Blockchain Technology Applications and Security
- 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