Numerical Reasoning for Financial Reports

1 code implementation • 22 Dec 2023 • Abhinav Arun, Ashish Dhiman, Mehul Soni, Yibei Hu

Financial reports offer critical insights into a company's operations, yet their extensive length typically spanning 30 40 pages poses challenges for swift decision making in dynamic markets.

Decision Making Question Answering

Physics Informed Neural Network for Option Pricing

1 code implementation • 10 Dec 2023 • Ashish Dhiman, Yibei Hu

We apply a physics-informed deep-learning approach the PINN approach to the Black-Scholes equation for pricing American and European options.

UQ for Credit Risk Management: A deep evidence regression approach

1 code implementation • 8 May 2023 • Ashish Dhiman

Machine Learning has invariantly found its way into various Credit Risk applications.

Management regression