Qiang Heng

Tactics for Improving Least Squares Estimation

2025 · arXiv (Cornell University)

This paper deals with tactics for fast computation in least squares regression in high dimensions. These tactics include: (a) the majorization-minimization (MM) principle, (b) smoothing by Moreau envelopes, and (c) the proximal distance principle for …