Information Theory

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

 🌸Bloom Filters  Content type: Academic
arxiv.org·

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

 🧠Machine Learning  Content type: Code
github.com··Hacker News

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

 🎓Advanced content  Content type: Academic
arxiv.org·

Minimum Distortion Quantization with Specified Output Distribution

 🔢BitNet  Content type: Academic
arxiv.org·

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

 📖E-Ink Displays  Content type: Academic
arxiv.org·

Optimal Feedback Communication with Information Maximization and Distortion Minimization

 ♟️Game Theory  Content type: Academic
arxiv.org·

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

 🤖LLM  Content type: Academic
arxiv.org·

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

 🧠Agent Memory  Content type: Academic
arxiv.org·

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

 🧠Machine Learning  Content type: Academic
arxiv.org·

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

 🔢BitNet  Content type: Academic
arxiv.org·

Robust Repair of Reed-Solomon Codes

 🔓Hacking  Content type: Academic
arxiv.org·

Optimality of FSQ Tokens for Continuous Diffusion for Categorical Data with Application to Text-to-Speech

 💬NLP  Content type: Academic
arxiv.org·

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

 🔢BitNet  Content type: Academic
arxiv.org·

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

 Gemini  Content type: Academic
arxiv.org·

Self-Distilled Policy Gradient

 ⚗️Knowledge Distillation  Content type: Academic
arxiv.org·

Structure and Construction of Two-Dimensional Minimal Linear Codes over the rings $\mathbb{Z}_{p^n}$ with Applications to Secret Sharing

 🔐Cryptography  Content type: Academic
arxiv.org·

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

 🪝eBPF  Content type: Academic
arxiv.org·

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

 LLMs  Content type: Academic
arxiv.org·

Simplest Nontrivial Maxwellian Random Field Models for Stochastic LoS MIMO Using the Dyadic Green's Function

 Edge AI  Content type: Academic
arxiv.org·

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

 🔍Information Retrieval  Content type: Academic
arxiv.org·

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