Celebrating the 25th Anniversary of Numerical Linear Algebra
DLS • James Demmel • Communication-avoiding algorithms for linear algebra and beyond
Background 1: Linear Algebra and Complex Numbers
Faster Numerical Linear Algebra Algorithms Via Sparser Subspace Embeddings - Jelani Nelson
Linear Algebra Support for Scalable Kernel Methods - David Bindel
Lecture 25: "Randomized Numerical Linear Algebra:c)Hash Kernels + Kitchen Sink"
Numerical Methods: Solving System of Linear Equations (Conjugate Gradient)
Numerical Linear Algebra: Matrix Norm
Lecture-1: Motivation to study Linear Algebra (Ax=b)
Numerical Linear Algebra Lecture 02 (160912)
One-point Gauss Quadrature Formula
Applied Linear Algebra - Lecture 1
Numerics of ML 2 -- Numerical Linear Algebra -- Marvin Pförtner
Randomized Numerical Linear Algebra
Parallel Computing with Julia, illustrated by numerical linear algebra and Monte Carlo simulation
Lecture 23:"Randomized Numerical Linear Algebra:a)L2 regression using RP"