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📐 Compression Bounds

Shannon Limits, Kolmogorov Complexity, Optimal Coding Theory, Information Mathematics

Worth Reading 062425
rule11.tech·5h
🌐DNS over QUIC
Terminology: asymptotically unbiased
notstatschat.rbind.io·21h
🧠Machine Learning
Kumo Surfaces Structured Data Patterns Generative AI Misses
thenewstack.io·7h
📊Graph Databases
Floating-Point Data Transformation for Lossless Compression
arxiv.org·1d
🌊Streaming Compression
Contextualizing SUTRA: Advancements in Multilingual & Efficient LLMs
hackernoon.com·5h
💻Local LLMs
The Power of Strong Linearizability: the Difficulty of Consistent Refereeing
arxiv.org·1d
🎯Performance Proofs
Portable Network Graphics (PNG) Specification (Third Edition)
w3.org·1d·
Discuss: Hacker News
🕸️WebP Analysis
Ask HN: Feedback on "QSS" – A Quantized Vector Search Engine in C
news.ycombinator.com·2d·
Discuss: Hacker News
🗂️Vector Databases
Code Rate Optimization via Neural Polar Decoders
arxiv.org·2d
🧠Neural Codecs
A Random Matrix Analysis of In-context Memorization for Nonlinear Attention
arxiv.org·1d
🧠Machine Learning
On the fast convergence of minibatch heavy ball momentum
arxiv.org·1d
🧮Kolmogorov Complexity
RL-Driven Semantic Compression Model Selection and Resource Allocation in Semantic Communication Systems
arxiv.org·1d
⧗Information Bottleneck
LeetCode 2040 Beginner friendly explanation
dev.to·20h·
Discuss: DEV
🧮Kolmogorov Complexity
Trustworthy Efficient Communication for Distributed Learning using LQ-SGD Algorithm
arxiv.org·1d
🧠Machine Learning
On Union-Closedness of Language Generation
arxiv.org·1d
🔗Monadic Parsing
Signal Recovery on Algebraic Varieties Using Linear Samples
arxiv.org·1d
🕸️Algebraic Topology
Derandomizing Simultaneous Confidence Regions for Band-Limited Functions by Improved Norm Bounds and Majority-Voting Schemes
arxiv.org·1d
📐Error Bounds
[R] [ClsToken, AvgPool] can be a poor choice for transformer embedding models
reddit.com·2d·
Discuss: r/MachineLearning
🌊Streaming Compression
Writing Parallel File Compression with Memory Control
beyondthesyntax.substack.com·3d·
Discuss: Substack, r/golang, r/programming
🌊Streaming Compression
A Simple but Accurate Approximation for Multivariate Gaussian Rate-Distortion Function and Its Application in Maximal Coding Rate Reduction
arxiv.org·1d
🧠Neural Compression
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