no code implementations • NeurIPS 2021 • Shubhankar Mohapatra, Sajin Sasy, Xi He, Gautam Kamath, Om Thakkar
Hyperparameter optimization is a ubiquitous challenge in machine learning, and the performance of a trained model depends crucially upon their effective selection.
1 code implementation • 31 Dec 2020 • Chang Ge, Shubhankar Mohapatra, Xi He, Ihab F. Ilyas
Existing differentially private data synthesis methods aim to generate useful data based on applications, but they fail in keeping one of the most fundamental data properties of the structured data -- the underlying correlations and dependencies among tuples and attributes (i. e., the structure of the data).
Databases Cryptography and Security
1 code implementation • 21 Feb 2020 • Shubhankar Mohapatra, Nauman Ahmed, Paulo Alencar
Cryptocurrencies, such as Bitcoin, are becoming increasingly popular, having been widely used as an exchange medium in areas such as financial transaction and asset transfer verification.
no code implementations • 31 Aug 2019 • Shubhankar Mohapatra, Moumita Sarkar, Anjali Mohapatra, Bhawani Sankar Biswal
Microarray data analysis is one of the major area of research in the field computational biology.