Prakash Palanivelu Rajmohan

Importance Sampling for Nonlinear Models

2025 · arXiv (Cornell University)

While norm-based and leverage-score-based methods have been extensively studied for identifying "important" data points in linear models, analogous tools for nonlinear models remain significantly underdeveloped. By introducing the concept of the adjoint operator of a …