✅ Lossless Bounds

Compression Limits, Perfect Reconstruction, Information Theory, Entropy Coding

Data Compression with Relative Entropy Coding
arxiv.org·2d
📐Compression Mathematics
Travels, 10
cameroncounts.wordpress.com·9h
🎯Performance Proofs
Portable Network Graphics (PNG) Specification (Third Edition)
w3.org·1d·
Discuss: Hacker News
🕸️WebP Analysis
Fast Rate Information-theoretic Bounds on Generalization Errors
arxiv.org·1d
⧗Information Bottleneck
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.org·20h
🌀Fractal Compression
Using Wavelets and Clustering to Predict Odd or Even Numbers: An Overengineered Approach with Pretty (But Confusing) Plots
dev.to·11h·
Discuss: DEV
🧠Machine Learning
A Rubyist's guide to big-O notation
honeybadger.io·1d
🌳Trie Structures
Video Compression for Spatiotemporal Earth System Data
arxiv.org·20h
📊Rate-Distortion Theory
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
arxiv.org·1d
⚡Modern Compression
A large deviation view of \emph{stationarized} fully lifted blirp interpolation
arxiv.org·20h
📐Compression Bounds
LVPNet: A Latent-variable-based Prediction-driven End-to-end Framework for Lossless Compression of Medical Images
arxiv.org·1d
🧠Neural Compression
Counting with Categories (Part 3)
golem.ph.utexas.edu·1d
λLambda Formalization
Floating-Point Data Transformation for Lossless Compression
arxiv.org·1d
🌊Streaming Compression
Greedy Is Good. Less Greedy May Be Better
gojiberries.io·23h·
Discuss: Hacker News
🧮Kolmogorov Complexity
Using OpenTelemetry to Diagnose a Critical Memory Leak
hackernoon.com·9h
👁️System Observability
How much slower is random access, really?
samestep.com·2d·
Discuss: Hacker News
📼Tape Encoding
From Zero to One: A Complete Guide to Implementing WeChat Sharing in HarmonyOS
dev.to·16h·
Discuss: DEV
⚡Modern Compression
Kernel Limit of Recurrent Neural Networks Trained on Ergodic Data Sequences
arxiv.org·1d
🧠Neural Codecs
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI
arxiv.org·20h
🧠Machine Learning
Derandomizing Simultaneous Confidence Regions for Band-Limited Functions by Improved Norm Bounds and Majority-Voting Schemes
arxiv.org·1d
📐Error Bounds