'Column subset selection problem' presentation slideshows

Randomized Algorithms in Linear Algebra and Applications

Randomized Algorithms in Linear Algebra and Applications. Petros Drineas Rensselaer Polytechnic Institute Computer Science Department. To access my web page:. drineas. Randomized algorithms.

744 views • 60 slides

Algorithmic and Statistical Perspectives on Large-Scale Data Analysis

675 views • 55 slides

Statistical Leverage and Improved Matrix Algorithms

Statistical Leverage and Improved Matrix Algorithms. Michael W. Mahoney Stanford University. Least Squares (LS) Approximation. We are interested in over-constrained Lp regression problems , n >> d . Typically, there is no x such that Ax = b .

406 views • 40 slides