Matrix Decomposition

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Understanding Principal Component Analysis (PCA)

馃搻Linear AlgebraContent type: Blog
medium.com

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

馃搻Linear AlgebraContent type: Academic
arxiv.org

Linear Transformation as Deformation: From Circle to Ellipsoid

馃搻Linear AlgebraContent type: Blog
medium.com

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

馃搻Linear AlgebraContent type: Code

Some Interesting Papers on RLVR

馃搻Linear Algebra
lesswrong.com

Algebraic Cryptanalytic Extraction on Hard-Label Neural Networks

馃搻Linear Algebra
eprint.iacr.org

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

馃搻Linear AlgebraContent type: Blog
tridao.meHacker News

Local density of states distribution and multifractal eigenvectors of weighted random networks via the cavity approach

馃搻Linear AlgebraContent type: Academic
arxiv.org

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

馃搻Linear AlgebraContent type: Academic
arxiv.org
Less-relevant results

I built a JSFL pipeline that converts Adobe Animate / Flash animations directly into Godot 4 scenes

馃Apple Neural EngineContent type: Code
github.comr/godot

Sparse Functional Singular Value Decomposition for Biclustering and Triclustering Longitudinal Data

馃搻Linear AlgebraContent type: Academic
arxiv.org

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

馃搻Linear AlgebraContent type: Academic
arxiv.org

Adjacency Spectral Radius Under Laplacian Sparsification: Deterministic and Probabilistic Bounds

馃搻Linear AlgebraContent type: Academic
arxiv.org

Physically Consistent Null Space Alignment for Detection of Low-Magnitude False Data Injection Attacks

馃搻Linear AlgebraContent type: Academic
arxiv.org

Efficient Mean Curvature Computation on High-Dimensional Data Manifolds

馃搻Linear AlgebraContent type: Academic
arxiv.org

Quaternion Maximum-Volume Submatrix Selection with Applications to Multichannel Imaging and Visual Data

馃搻Linear AlgebraContent type: Academic
arxiv.org

Ablation-Reversible Heads Don't Transfer: A Stress Test for Mechanistic Role Claims in Transformers

馃搻Linear AlgebraContent type: Academic
arxiv.org

Attitude-Aided Linear Calibration of Triaxial Accelerometers

馃搻Linear AlgebraContent type: Academic
arxiv.org

Dissipation-coherence tradeoff for stochastic oscillations

馃搻Linear AlgebraContent type: Academic
arxiv.org

Covariance Shrinkage via Stochastic Interpolation

馃搻Linear AlgebraContent type: Academic
arxiv.org

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