Information Theory

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Prime Event Languages: An Information-Theoretic Investigation of Twin-Prime Event Structure

 🔬programming language theory  Content type: Academic
arxiv.org·

Reinventing Entropy

 🔄Systems Thinking  Content type: News  Content type: Blog

Purinergic signaling disrupts emergent patterns of multicellular coordination in basal Xenobots.

 🔄Systems Thinking  Content type: Academic
biorxiv.org·

Cosmos-Research-Institute/Emulation/Life at main · cosmosoneness/Cosmos-Research-Institute

 🔄Systems Thinking  Content type: Code
github.com··Hacker News

The Bioelectrical Information Theory: Investigating the theoretical compression limit of bioelectrical signals under artificial intelligence

 Effect Inference  Content type: Academic
arxiv.org·

Ice-sheet regime shifts with climate warming

 🔄Bootstrapping  Content type: Academic
nature.com
·

Interpreting higher-order dependence in multimorbidity using cohort data: A partial information decomposition approach

 Effect Inference
journals.plos.org·

Optimal Feedback Communication with Information Maximization and Distortion Minimization

 📡Async Channels  Content type: Academic
arxiv.org·

durrello/logsentry: Serverless log-scanning pipeline that detects secrets, credentials, and sensitive data in application logs. AWS Lambda + Kinesis + DynamoDB + SNS. Terraform IaC, CI/CD, DevSecOps.

 🛡️Penetration Testing  Content type: Code
github.com··DEV

Minimum Distortion Quantization with Specified Output Distribution

 🎲Probabilistic Programming  Content type: Academic
arxiv.org·

Elements of Cryptanalysis: From Al-Kindi to Post-Quantum Standards — Elements of Cryptanalysis: From Al-Kindi to Post-Quantum Standards

 📓Jupyter Notebooks

SMI: Efficient Self-Supervised Learning via Mutual-Information-Inspired Dependency Optimization

 🪜Recursive Descent  Content type: Academic
arxiv.org·

Conditional Vendi Score: Prompt-Aware Diversity Evaluation for Generative AI Models and LLMs

 💬Prompt Engineering  Content type: Academic
arxiv.org·

A Note on the Kullback-Leibler Divergence in Discretized Empirical Distributions

 🎲Probabilistic Programming  Content type: Academic
arxiv.org·

Mutual Information Optimization via K-Recursion and Automatic Differentiation for Linear Gaussian Wireless Networks

 🔍Neural Architecture Search  Content type: Academic
arxiv.org·

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

 🐍Mamba SSM  Content type: Academic
arxiv.org·

Letting Homogeneity Entropy Select S-Pairs in Buchberger's Algorithm

 📐Mathematical Computing  Content type: Academic
arxiv.org·

Automated Proving of Shannon-Type Entropy Inequalities via Fine-Tuned Language Models and Guided Tree Search

 🌳Tree-sitter  Content type: Academic
arxiv.org·

Support sufficiency as action-sufficient compression: a single-cycle rate-regret formulation

 🚂Error Propagation  Content type: Academic
arxiv.org·

Finite-Blocklength Lossy Joint Source-Channel Coding over Unknown Channels

 📡Async Channels  Content type: Academic
arxiv.org·

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