Linear Algebra

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Understanding Principal Component Analysis (PCA)

ย ๐Ÿ“Vector Dimensionality ย Content type: Blog
medium.comยท

Principal Component Analysis ไธปๆˆๅˆ†ๅˆ†ๆž

ย ๐Ÿ“Vector Dimensionality
kyndinfo.notion.siteยทยทHacker News

Adaptive identification of low-degree polynomials in quantum singular value transformation: application to nonlinear quantum properties estimation

ย โš›๏ธQuantum Algorithms ย Content type: Academic
arxiv.orgยท

Quivers: a year of linear algebra by drawing arrows

ย ๐Ÿ”€Category Theory ย Content type: Blog
lisyarus.github.ioยทยทHacker News

igomez10/linearalgebra: Linear algebra concepts implemented in Go, mainly matrix manipulation

ย ๐ŸŒˆSpectral Methods ย Content type: Code
github.comยทยทHacker News, Hacker News

Linear Transformation as Deformation: From Circle to Ellipsoid

ย ๐ŸŒˆSpectral Methods ย Content type: Blog
medium.comยท

Principal Component Analysis (PCA): Theory, Mathematics, and Applications

ย ๐Ÿ“Vector Dimensionality ย Content type: Blog
towardsai.netยท

LLL Algorithm for Computer Scientists

ย ๐Ÿ”—Combinatory Logic ย Content type: Blog

Gram Newton-Schulz: A Fast, Hardware-Aware Newton-Schulz Algorithm for Muon

ย ๐Ÿ’ปOperating System, OS ย Content type: Blog
tridao.meยทยทHacker News

Building Semantic Search with Transformers.js and Sentence Embeddings

ย ๐ŸงฎVector Embeddings
machinelearningmastery.comยท

Spectral decomposition of $(\star,\epsilon_1,\epsilon_2)$-structured matrix polynomials with arbitrary degree and its applications

ย ๐Ÿ“Error Bounds ย Content type: Academic
arxiv.orgยท

Solution of the Equation-of-Motion Phonon Method eigenvalue problems on the D-Wave quantum annealer

ย ๐Ÿ”Quantum Cryptography ย Content type: Academic
arxiv.orgยท

Eigenvector Spatial Filters Nuclear Norm Matrix Completion with Application to Air Quality Data

ย ๐ŸŒˆSpectral Methods ย Content type: Academic
arxiv.orgยท

SigmaScale: LLM Compression with SVD-based Low-Rank Decomposition and Learned Scaling Matrices

ย โšกModern Compression ย Content type: Academic
arxiv.orgยท

Vector Space of Cycles

ย ๐Ÿ•ธ๏ธAlgebraic Topology ย Content type: Academic
arxiv.orgยท

Graph-Guided Universum Learning in Generalized Eigenvalue Proximal SVMs for Alzheimer's Disease Classification

ย ๐Ÿ“ŠSpectral Graphs ย Content type: Academic
arxiv.orgยท

Optimal Stochastic Krylov based Techniques for Large- Scale Log-Determinant Estimation

ย ๐Ÿ“Error Bounds ย Content type: Academic
arxiv.orgยท

Spectral Fusion for Identifying Early State Exclusion in Symmetric Quantum Spin Chains

ย ๐ŸŒˆSpectral Methods ย Content type: Academic
arxiv.orgยท

An indefinite LOBPCG type of algorithm for detecting a definite Hermitian matrix pair

ย ๐Ÿ“Error Bounds ย Content type: Academic
arxiv.orgยท

A Perturbed q-Tsallis Self-Concordant Barrier for Spectrally Robust Semidefinite Programming

ย ๐Ÿ’ปCS ย Content type: Academic
arxiv.orgยท

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