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๐Ÿ“ Compression Mathematics

Information Bounds, Entropy Theory, Coding Geometry, Mathematical Limits

Data Compression with Relative Entropy Coding
arxiv.orgยท2d
๐Ÿ“ŠCompression Proofs
Greedy Is Good. Less Greedy May Be Better
gojiberries.ioยท13hยท
Discuss: Hacker News
๐ŸงฎKolmogorov Complexity
A large deviation view of \emph{stationarized} fully lifted blirp interpolation
arxiv.orgยท10h
๐Ÿ“Compression Bounds
Algorithm Complexity: Time, Space, and Big-O Notation
dev.toยท4hยท
Discuss: DEV
๐ŸงฎKolmogorov Complexity
Video Compression for Spatiotemporal Earth System Data
arxiv.orgยท10h
๐Ÿ“ŠRate-Distortion Theory
How much slower is random access, really?
samestep.comยท1dยท
Discuss: Hacker News
๐Ÿ“ผTape Encoding
Floating-Point Data Transformation for Lossless Compression
arxiv.orgยท1d
๐ŸŒŠStreaming Compression
From Zero to One: A Complete Guide to Implementing WeChat Sharing in HarmonyOS
dev.toยท5hยท
Discuss: DEV
โšกModern Compression
Uniformity increases entropy
johndcook.comยท1d
๐Ÿ“ˆEntropy Estimation
Fully lifted \emph{blirp} interpolation -- a large deviation view
arxiv.orgยท10h
๐ŸŒ€Fractal Compression
Portable Network Graphics (PNG) Specification (Third Edition)
w3.orgยท17hยท
Discuss: Hacker News
๐Ÿ•ธ๏ธWebP Analysis
Distribution of codewords on the faces of a hypercube and new combinatorial identities
arxiv.orgยท1d
โšฝSphere Packing
Plan for Speed -- Dilated Scheduling for Masked Diffusion Language Models
arxiv.orgยท10h
๐Ÿ’ปLocal LLMs
Fast Rate Information-theoretic Bounds on Generalization Errors
arxiv.orgยท1d
โง—Information Bottleneck
Ask HN: Feedback on "QSS" โ€“ A Quantized Vector Search Engine in C
news.ycombinator.comยท1dยท
Discuss: Hacker News
๐Ÿ—‚๏ธVector Databases
On the computation of tensor functions under tensor-tensor multiplications with linear maps
arxiv.orgยท1d
๐ŸŒ€Riemannian Computing
AMF-MedIT: An Efficient Align-Modulation-Fusion Framework for Medical Image-Tabular Data
arxiv.orgยท10h
๐Ÿค–Advanced OCR
UltraSketchLLM: Saliency-Driven Sketching for Ultra-Low Bit LLM Compression
arxiv.orgยท1d
๐Ÿ—œ๏ธLZW Variants
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
arxiv.orgยท1d
โšกModern Compression
New: Improve Apache Iceberg query performance in Amazon S3 with sort and z-order compaction
aws.amazon.comยท17h
๐Ÿ”„Burrows-Wheeler
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