Understanding the impact of multi-collinearity on your regression models.
The Linear Algebra of Dimensionality Reduction
The Mathematical Mechanics of Pairwise Learning-to-Rank
Beyond Gradient Descent: The Power of Second-Order Optimization
Factorizing the User-Item Matrix for Recommendations
A simple method to obtain item-item similarity using constrained least squares
Eliminating feature redundancy for sharper feature importance