Ramya Srinivasan

Generating User-friendly Explanations for Loan Denials using GANs

2019 · arXiv (Cornell University)

Financial decisions impact our lives, and thus everyone from the regulator to the consumer is interested in fair, sound, and explainable decisions. There is increasing competitive desire and regulatory incentive to deploy AI mindfully within …

Leveraging Cognitive Science for Testing Large Language Models

2023

Cognitive science related research offers valuable knowledge for the design, development, and evaluation of artificial intelligence (AI) systems. In this short position paper, leveraging first principles from cognitive science, we propose novel methods for testing …