2 papers
stat.ME2026
Asymptotic Inference for Constrained Regression
Madhav Sankaranarayanan, Yana Hrytsenko, Jerome I. Rotter +2
We consider statistical inference in high-dimensional regression problems under affine constraints on the parameter space. The theoretical study of this is motivated by the study o…
stat.ME2023
A distribution-free mixed-integer optimization approach to hierarchical modelling of clustered and longitudinal data
Madhav Sankaranarayanan, Intekhab Hossain, Tom Chen
Recent advancements in Mixed Integer Optimization (MIO) algorithms, paired with hardware enhancements, have led to significant speedups in resolving MIO problems. These strategies…