3 papers
cs.LG2023
Free Lunch for Privacy Preserving Distributed Graph Learning
Nimesh Agrawal, Nikita Malik, Sandeep Kumar
Learning on graphs is becoming prevalent in a wide range of applications including social networks, robotics, communication, medicine, etc. These datasets belonging to entities oft…
cs.LG2022
Enhancement to Training of Bidirectional GAN : An Approach to Demystify Tax Fraud
Priya Mehta, Sandeep Kumar, Ravi Kumar +1
Outlier detection is a challenging activity. Several machine learning techniques are proposed in the literature for outlier detection. In this article, we propose a new training ap…
cs.LG2022
Representation Learning on Graphs to Identifying Circular Trading in Goods and Services Tax
Priya Mehta, Sanat Bhargava, M. Ravi Kumar +2
Circular trading is a form of tax evasion in Goods and Services Tax where a group of fraudulent taxpayers (traders) aims to mask illegal transactions by superimposing several ficti…