1 citations · 1 across the 4 of their papers we have counts for
4 papers
A Unified AI System For Data Quality Control and DataOps Management in Regulated Environments
Devender Saini, Bhavika Jain, Nitish Ujjwal +3
In regulated domains such as finance, the integrity and governance of data pipelines are critical - yet existing systems treat data quality control (QC) as an isolated preprocessin…
STRAPSim: A Portfolio Similarity Metric for ETF Alignment and Portfolio Trades
Mingshu Li, Dhruv Desai, Jerinsh Jeyapaulraj +4
Accurately measuring portfolio similarity is critical for a wide range of financial applications, including Exchange-traded Fund (ETF) recommendation, portfolio trading, and risk a…
Quantile Regression using Random Forest Proximities
Mingshu Li, Bhaskarjit Sarmah, Dhruv Desai +4
Due to the dynamic nature of financial markets, maintaining models that produce precise predictions over time is difficult. Often the goal isn't just point prediction but determini…
Supervised similarity learning for corporate bonds using Random Forest proximities
Jerinsh Jeyapaulraj, Dhruv Desai, Peter Chu +3
Financial literature consists of ample research on similarity and comparison of financial assets and securities such as stocks, bonds, mutual funds, etc. However, going beyond corr…