3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CL2023
Numerical Reasoning for Financial Reports
Abhinav Arun, Ashish Dhiman, Mehul Soni +1
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 dynam…
q-fin.PR2023★ 3 cited
Physics Informed Neural Network for Option Pricing
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. We test our approach on both simulated…
q-fin.RM2023★ 1 cited
UQ for Credit Risk Management: A deep evidence regression approach
Ashish Dhiman
Machine Learning has invariantly found its way into various Credit Risk applications. Due to the intrinsic nature of Credit Risk, quantifying the uncertainty of the predicted risk…