7 citations · 44 across the 43 of their papers we have counts for
4 papers · 1 filter
FNNC: Achieving Fairness through Neural Networks
Padala Manisha, Sujit Gujar
In classification models fairness can be ensured by solving a constrained optimization problem. We focus on fairness constraints like Disparate Impact, Demographic Parity, and Equa…
Privacy Preserving and Cost Optimal Mobile Crowdsensing using Smart Contracts on Blockchain
Dimitris Chatzopoulos, Sujit Gujar, Boi Faltings +1
The popularity and applicability of mobile crowdsensing applications are continuously increasing due to the widespread of mobile devices and their sensing and processing capabiliti…
Generative Adversarial Networks (GANs): What it can generate and What it cannot?
P Manisha, Sujit Gujar
In recent years, Generative Adversarial Networks (GANs) have received significant attention from the research community. With a straightforward implementation and outstanding resul…
Learning Optimal Redistribution Mechanisms through Neural Networks
P Manisha, C V Jawahar, Sujit Gujar
We consider a setting where public resources are to be allocated among competing and strategic agents so as to maximize social welfare (the objects should be allocated to t…