34 citations · 36 across the 5 of their papers we have counts for
5 papers
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…
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…
Cooperate or Compete: A New Perspective on Training of Generative Networks
Ch. Sobhan Babu, Ravindra Guravannavar, Arvind Hulgeri
GANs have two competing modules: the generator module is trained to generate new examples, and the discriminator module is trained to discriminate real examples from generated exam…
Nash equilibria in Fisher market
Bharat Adsul, Ch. Sobhan Babu, Jugal Garg +2
Much work has been done on the computation of market equilibria. However due to strategic play by buyers, it is not clear whether these are actually observed in the market. Motivat…
Reducing Order Enforcement Cost in Complex Query Plans
Ravindra Guravannavar, S Sudarshan, Ajit A Diwan +1
Algorithms that exploit sort orders are widely used to implement joins, grouping, duplicate elimination and other set operations. Query optimizers traditionally deal with sort orde…