Shannon Entropy

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

 🔬Academic Search  Content type: Academic
arxiv.org·

Five AI Agents Cost Me 41 Ticks Before I Learned They Were All the Same

 📊Compression Proofs
hackernoon.com·

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

 ℹ️Information Theory  Content type: Code
github.com··Hacker News

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

 📡Information theory  Content type: Academic
arxiv.org·

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

 Lossless Bounds  Content type: Academic
arxiv.org·

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

 📡Information theory  Content type: Academic
arxiv.org·

Optimal Feedback Communication with Information Maximization and Distortion Minimization

 📡Information theory  Content type: Academic
arxiv.org·

Self-Distilled Policy Gradient

 📈Mutual Information  Content type: Academic
arxiv.org·

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

 📡Information theory  Content type: Academic
arxiv.org·

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

 Lossless Bounds  Content type: Academic
arxiv.org·
Less-relevant results

Improving the Efficiency and Effectiveness of LLM Knowledge Distillation for Conversational Search

 🚀Query Optimization  Content type: Academic
arxiv.org·

A machine-learning-assisted progressive digit-randomness screening framework for detecting non-random patterns in raw numerical research data

 📈Entropy Estimation  Content type: Academic
arxiv.org·

Selective Coupling of Decoupled Informative Regions: Masked Attention Alignment for Data-Free Quantization of Vision Transformers

 📡Information theory  Content type: Academic
arxiv.org·

The Synthesis-Sequencing Channel for DNA-based Data Storage

 Lossless Bounds  Content type: Academic
arxiv.org·

Principled Uncertainty in Clinical AI: End-to-End Bayesian Modelling and Algorithmic Equity Auditing Across Multimodal Patient Data

 📈Mutual Information  Content type: Academic
arxiv.org·

Code Lifespan Survival Analysis (CLSA): Predicting the Survival of Source Code Lines Using AST-Aware Mining

 📊Compression Proofs  Content type: Academic
arxiv.org·

Soft Covering via Hypothesis Testing: Typical-Code Exponents and Mismatched Detection

 📡Information theory  Content type: Academic
arxiv.org·

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

 📊Rate-Distortion Theory  Content type: Academic
arxiv.org·

Synthetic Personalities: How Well Can LLMs Mimic Individual Respondents Using Socio-Economic Microdata?

 📊Compression Proofs  Content type: Academic
arxiv.org·

Exact output statistics of Icart's encoding in the exceptional \(j=0\) case

 🔢Reed-Solomon Math  Content type: Academic
arxiv.org·

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