4 citations · 8 across the 5 of their papers we have counts for
4 papers · 1 filter
DP-TBART: A Transformer-based Autoregressive Model for Differentially Private Tabular Data Generation
Rodrigo Castellon, Achintya Gopal, Brian Bloniarz +1
The generation of synthetic tabular data that preserves differential privacy is a problem of growing importance. While traditional marginal-based methods have achieved impressive r…
Discovering Supply Chain Links with Augmented Intelligence
Achintya Gopal, Chunho Chang
One of the key components in analyzing the risk of a company is understanding a company's supply chain. Supply chains are constantly disrupted, whether by tariffs, pandemics, sever…
Estimation of Corporate Greenhouse Gas Emissions via Machine Learning
You Han, Achintya Gopal, Liwen Ouyang +1
As an important step to fulfill the Paris Agreement and achieve net-zero emissions by 2050, the European Commission adopted the most ambitious package of climate impact measures in…
Quasi-Autoregressive Residual (QuAR) Flows
Achintya Gopal
Normalizing Flows are a powerful technique for learning and modeling probability distributions given samples from those distributions. The current state of the art results are buil…