Sparse Matrix Factorization

Sparse Matrices - Intro to Parallel Programming

[CPSC 340] Sparse Matrix Factorization

Non-Negative Matrix Factorization (NMF) | Multiplicative Update Rules By Lee And Seung

How does Netflix recommend movies? Matrix Factorization

Serrano.Academy

Sparse matrix algorithms (Stanford, June 2013, Tim Davis)

10701: Non-Negative Matrix Factorization

Lecture 12b: Clustering, NMF, GMMs, and EM

Sparse Matrix Decomposition and Completion with Chordal.jl | Theo Diamandis | JuliaCon2021

The Julia Programming Language

ICLR14: A Klami: Group-sparse Embeddings in Collective Matrix Factorization

ICLR

New Algorithms for Nonnegative Matrix Factorization and Beyond

Iterative methods for sparse linear systems on GPU (1)

Boston University

What is Sparse Matrix - Machine Learning & Data Science Terminologies - DataMites

Matrix Factorization - Numberphile

Sparse QR Factorization through Nested Dissection

Mohsen Mahmoudi Aznaveh - Sparse Days 2020

Factorization-based Sparse Solvers and Preconditions Lecture 2

Society for Industrial and Applied Mathematics

SIAM 2006 plenary talk by Tim Davis (recorded after the event at the Univ. of Florida)

Applied Numerical Algorithms, fall 2023 (lecture 4): Cholesky factorization, sparse matrices

01: direct methods for sparse linear systems (lecture 1 of 42)

Dimensionality Reduction for Matrix- and Tensor-Coded Data [Part 1]