Multiple Attribute Fairness: Application to Fraud Detection

no code implementations • 28 Jul 2022 • Meghanath Macha Y, Sriram Ravindran, Deepak Pai, Anish Narang, Vijay Srivastava

Highlighting our motivating application, fraud detection, we show that the proposed heuristic is able to achieve fairness across multiple values of a single protected attribute, multiple protected attributes.

Fairness Fraud Detection

Directional GAN: A Novel Conditioning Strategy for Generative Networks

no code implementations • 12 May 2021 • Shradha Agrawal, Shankar Venkitachalam, Dhanya Raghu, Deepak Pai

Image content is a predominant factor in marketing campaigns, websites and banners.

Image Generation Marketing +1

Forecasting Granular Audience Size for Online Advertising

no code implementations • 8 Jan 2019 • Ritwik Sinha, Dhruv Singal, Pranav Maneriker, Kushal Chawla, Yash Shrivastava, Deepak Pai, Atanu R. Sinha

Orchestration of campaigns for online display advertising requires marketers to forecast audience size at the granularity of specific attributes of web traffic, characterized by the categorical nature of all attributes (e. g. {US, Chrome, Mobile}).

Time Series Time Series Analysis