📡 Information theory - matmat · Scour

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

ickma2311.github.io·5d

Algebraic Diversity: Principles of a Group-Theoretic Approach to Signal Processing 🌈Spectral Methods

Cross-Entropy Is Load-Bearing: A Pre-Registered Scope Test of the K-Way Energy Probe on Bidirectional Predictive Coding 🧠Intelligence Compression

Rate-Distortion Theory for Deductive Sources under Closure Fidelity 🧮Kolmogorov Complexity

Anchor-Aided Multi-User Semantic Communication with Adaptive Decoders ℹ️Information Theory

There Will Be a Scientific Theory of Deep Learning 🧠Machine Learning

arxiv.org·1d·Hacker News

Constructive Approaches to Perception-Aware Lossy Source Coding: Information-Theoretic Guidelines 📊Rate-Distortion Theory

DNA storage approaching the information-theoretic ceiling 🌍Topological Codes

Optimally Bridging Semantics and Data: Generative Semantic Communication via Schr\"odinger Bridge 🧠Machine Learning

Generative Learning Enhanced Intelligent Resource Management for Cell-Free Delay Deterministic Communications 🧠Learned Codecs

The Root Theorem of Context Engineering 🌳Context free grammars

Mismatch Capacity under Stochastic Decoding ⚽Sphere Packing

Scaling of Gaussian Kolmogorov--Arnold Networks 🧮Kolmogorov Bounds

CKM Beyond Channel Gain: Spatial Correlation Map Construction with Deep Learning ⧗Information Bottleneck

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

Quotient-Space Diffusion Models 🧠Machine Learning

Data Informativity under Data Perturbation 📈Mutual Information

Towards a Data-Parameter Correspondence for LLMs: A Preliminary Discussion 💻Local LLMs

Multi-Carrier Modulation: An Evolution from Time-Frequency Domain to Delay-Doppler Domain 📡Audio Modulation

Probabilistic Programs of Thought 🔲Cellular Automata

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