📐 Matrix Factorization - pfh · Scour

Anchor PCA

🗺️UMAP Academic

On solving symmetric multi-type orthogonal non-negative matrix tri-factorization problem

🗺️UMAP Academic

A fixed methane filter maximizes freshwater emissions under warming

🔥ComplexHeatmap Academic

Dimensionality Reduction for Cyberattack Classification: A Comparative Evaluation of PCA and Linear Predictive Coding

🗺️UMAP Academic

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

🦠Whole cell model Academic

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

🔲Zarr Academic

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

📐Computational Geometry Academic

Machine-learning surrogate model for one-dimensional GaAs/Al$_{0.3}$Ga$_{0.7}$As distributed Bragg reflector spectra

⛰️Gradient Descent Academic

Gaussian Process Latent Factor Regression for Low-Data, High-Dimensional Output Problems

📊Empirical Bayes Academic

The Cross-Architecture Substrate: A Domain-Transcendent, Calibration-Surviving Geometric Invariant of Modern Vision Encoders

🗺️UMAP Academic

Smooth Hard-Thresholding for Singular Values with Stein's Unbiased Risk Estimate

📊Empirical Bayes Academic

Mitigating Manifold Departure: Uncertainty-Aware Subspace Rectification for Trustworthy MLLM Decoding

🗺️Manifold Learning Academic

Sparse Functional Singular Value Decomposition for Biclustering and Triclustering Longitudinal Data

🗺️UMAP Academic

Principal Component Analysis for Multivariate Extremes

📊Empirical Bayes Academic

Aperon Technical Report: Hierarchical No-Pointer Tangent-Local Search for High-Dimensional Approximate Nearest Neighbors

🔢Embeddings Academic

Residual Modeling for High-Fidelity Learned Compression of Scientific Data

🔲Zarr Academic

Schmidt Decomposition-Based Methods for Efficient Quantum Image Encoding

🗺️UMAP Academic

Trait-space Monitoring for Emergent Misalignment During Supervised Finetuning

⛰️Gradient Descent Academic

GRAR: Glass-induced Reflection Artifact Removal in LiDAR Point Clouds

📐Computational Geometry Academic

Adversarial Robustness of Activation Steering in Large Language Models

⛰️Gradient Descent Academic

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