3 papers
cs.CY2025
Synthetic Data for Robust AI Model Development in Regulated Enterprises
Aditi Godbole
In today's business landscape, organizations need to find the right balance between using their customers' data ethically to power AI solutions and being compliant regarding data p…
q-fin.GN2025
Preventing Household Bankruptcy: The One-Third Rule in Financial Planning with Mathematical Validation and Game-Theoretic Insights
Aditi Godbole, Zubin Shah, Ranjeet S. Mudholkar
This paper analyzes the 1/3 Financial Rule, a method of allocating income equally among debt repayment, savings, and living expenses. Through mathematical modeling, game theory, be…
cs.CL2024
Leveraging Long-Context Large Language Models for Multi-Document Understanding and Summarization in Enterprise Applications
Aditi Godbole, Jabin Geevarghese George, Smita Shandilya
The rapid increase in unstructured data across various fields has made multi-document comprehension and summarization a critical task. Traditional approaches often fail to capture…