2 papers
cs.LG2023
Assessment of Differentially Private Synthetic Data for Utility and Fairness in End-to-End Machine Learning Pipelines for Tabular Data
Mayana Pereira, Meghana Kshirsagar, Sumit Mukherjee +3
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…
cond-mat.mtrl-sci2023
Large scale synthesis of 2D graphene oxide by mechanical milling of 3D carbon nanoparticles in air
Sandip Das, Subhamay Pramanik, Sumit Mukherjee +3
Graphene oxide (GO) is one of the important functional materials. Large-scale synthesis of it is very challenging. Following a simple cost-effective route, large-scale GO was produ…