🧠 Machine Learning - matmat · Scour

Machine Learning Visualized – Machine Learning Visualized 🗂️Vector Databases

ml-visualized.com·1d·Hacker News

Preserving Clusters in Error-Bounded Lossy Compression of Particle Data 🌊Streaming Compression

Boosting algorithm framework for ensemble neural networks based on coordinate descent ⧗Information Bottleneck

sciencedirect.com·4h

Oxford Information Theory Lecture 1: Defining Entropy and Information 📈Entropy Estimation

ickma2311.github.io·5d

LAF-Based Evaluation and UTTL-Based Learning Strategies with MIATTs 🧮Kolmogorov Bounds

ILDR: Geometric Early Detection of Grokking 📊Learned Metrics

Machine Learning for Two-Stage Graph Sparsification for the Travelling Salesman Problem ⧗Information Bottleneck

Lossless Compression via Chained Lightweight Neural Predictors with Information Inheritance 📊Quantization

Meta Additive Model: Interpretable Sparse Learning With Auto Weighting 🧮Kolmogorov Bounds

Predicting LLM Compression Degradation from Spectral Statistics 🧠Learned Codecs

Energy-Based Open-Set Active Learning for Object Classification 📊Learned Metrics

Improving Performance in Classification Tasks with LCEN and the Weighted Focal Differentiable MCC Loss 📊Learned Metrics

D-QRELO: Training- and Data-Free Delta Compression for Large Language Models via Quantization and Residual Low-Rank Approximation 📊Quantization

CXR-LT 2026 Challenge: Multi-Center Long-Tailed and Zero Shot Chest X-ray Classification 🤖Advanced OCR

Fast estimation of Gaussian mixture components via centering and singular value thresholding 🌊Spectral Clustering

Latent Fourier Transform 📊Spectral Analysis

A Mechanism Study of Delayed Loss Spikes in Batch-Normalized Linear Models ⧗Information Bottleneck

Why Colors Make Clustering Harder:Global Integrality Gaps, the Price of Fairness, and Color-Coupled Algorithms in Chromatic Correlation Clustering 🧮Kolmogorov Bounds

Univariate Channel Fusion for Multivariate Time Series Classification 🌊Digital Signal Processing

Neural Garbage Collection: Learning to Forget while Learning to Reason 💻Local LLMs

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