3 papers
cs.LG2025
On the Equivalence of Regression and Classification
Jayadeva, Naman Dwivedi, Hari Krishnan +1
A formal link between regression and classification has been tenuous. Even though the margin maximization term is used in support vector regression, it has at best been jus…
cs.LG2025
Financial Data Analysis with Robust Federated Logistic Regression
Kun Yang, Nikhil Krishnan, Sanjeev R. Kulkarni
In this study, we focus on the analysis of financial data in a federated setting, wherein data is distributed across multiple clients or locations, and the raw data never leaves th…
cs.LG2024
Reinforcement Learning Paycheck Optimization for Multivariate Financial Goals
Melda Alaluf, Giulia Crippa, Sinong Geng +6
We study paycheck optimization, which examines how to allocate income in order to achieve several competing financial goals. For paycheck optimization, a quantitative methodology i…