4 papers
A Large Language Model for Corporate Credit Scoring
Chitro Majumdar, Sergio Scandizzo, Ratanlal Mahanta +2
We introduce Omega^2, a Large Language Model-driven framework for corporate credit scoring that combines structured financial data with advanced machine learning to improve predict…
From Ethical Declarations to Provable Independence: An Ontology-Driven Optimal-Transport Framework for Certifiably Fair AI Systems
Sukriti Bhattacharya, Chitro Majumdar
This paper presents a framework for provably fair AI that overcomes the limits of current bias mitigation methods by systematically removing all sensitive information and its proxi…
Convergence Results for Approximation with independent Variables
Freddy Delbaen, Chitro Majumdar
For a square integrable -dimensional random variable on a probability space $(Ω,\Fc,\Pr)$ and a sub sigma algebra $\Ac$, we show that there is a constructive way to represen…
Approximation with Independent Variables
Freddy Delbaen, Chitro Majumdar
Given a square integrable m-dimensional random variable on a probability space and a sub sigma algebra , we show that there exists another m-di…