Rajesh Kumar·Nov 11, 2025Understanding SVD the Right WayI recently started brushing up the math I learned in school so I can understand what’s actually going on behind the scenes in Machine…
Ujang Riswanto·Oct 8, 2024The Art of Image Compression with Singular Value DecompositionSVD is a fantastic tool for image compression, especially when you need to maintain control over the balance between quality and file size…
Ujang Riswanto·Oct 7, 2024Why Every Data Scientist Should Know Singular Value DecompositionSVD is like the Swiss Army knife of machine learning — versatile, powerful, and used in all kinds of tasks. Whether it’s recommending…
InAI Mindbyshashank Jain·Oct 2, 2024SVD Compression for Neural Networks: A Practical ApproachIn the world of deep learning, model efficiency is crucial. As neural networks grow larger and more complex, the need for methods to reduce…
Renan Ikeda·Aug 29, 2024Uma outra forma de enxergar sistemas lineares — ou como eu comecei a amar algebra linearComumente quando pensamos em um sistema linear do tipo A⋅ x = b, estamos utilizando a noção de produto interno usual, ou seja o produto A ⋅…
InAI Mindbyshashank Jain·Aug 22, 2024Predicting Singular Values with Neural NetworksIntroduction: What Are Singular Values and Why Are They Important?
InIntuitionbyYuki Shizuya·Jan 18, 2024The mathematical and geographic understanding of Singular Value Decomposition(SVD)IntroductionA response icon1A response icon1
Renda Zhang·Jan 14, 2024Matrix Decomposition Series: 2 — The Principles and Applications of Singular Value Decomposition…In the first article of our matrix decomposition series, titled “Matrix Decomposition Series: 1 — Fundamentals of Matrices and the Concept…
InTDS ArchivebyRoi Yehoshua, PhD·Nov 8, 2023Singular Value Decomposition (SVD), DemystifiedA comprehensive guide to SVD with Python examplesA response icon5A response icon5
