3 papers
cs.LG2025
On the (In)Significance of Feature Selection in High-Dimensional Datasets
Bhavesh Neekhra, Debayan Gupta, Partha Pratim Chakrabarti
Feature selection (FS) is assumed to improve predictive performance and identify meaningful features in high-dimensional datasets. Surprisingly, small random subsets of features (0…
cs.LG2024
Synthpop++: A Hybrid Framework for Generating A Country-scale Synthetic Population
Bhavesh Neekhra, Kshitij Kapoor, Debayan Gupta
Population censuses are vital to public policy decision-making. They provide insight into human resources, demography, culture, and economic structure at local, regional, and natio…
cs.CY2024
Generating Synthetic Population
Bhavesh Neekhra, Kshitij Kapoor, Debayan Gupta
In this paper, we provide a method to generate synthetic population at various administrative levels for a country like India. This synthetic population is created using machine le…