Numerical Linear Algebra on Jibon Krishna Joyhttps://jibon-k.com/tags/numerical-linear-algebra/Recent content in Numerical Linear Algebra on Jibon Krishna JoyJibon Krishna Joyhttps://jibon-k.com/images/og-card.jpghttps://jibon-k.com/images/og-card.jpgHugo -- 0.166.0en-US2026 Jibon Krishna JoyThu, 18 Dec 2025 00:00:00 +0000Randomized Low-Rank Approximation of Kernel Matriceshttps://jibon-k.com/projects/kernel-approximation/Mon, 01 Jan 0001 00:00:00 +0000https://jibon-k.com/projects/kernel-approximation/Gaussian rSVD, SRHT-rSVD and randQB_EI compared on kernel matrices up to 20,000 by 20,000: accuracy, runtime, memory and the effect of power iteration.Image Compression with Singular Value Decomposition (SVD)https://jibon-k.com/blog/svd_compression/Thu, 18 Dec 2025 00:00:00 +0000https://jibon-k.com/blog/svd_compression/A computational approach to matrix approximation and image compression using SVD in Python.