ℹ️ Information Theory - tomasz · Scour

Foundations of Future Communication Systems: Innovations in Communication 🌐Federated Systems

arxiv.org·3d

Data Compression and the Meaning of Information 📊Shannon Entropy

algodeck.com·1d·Hacker News

Compression, Prediction, and Scale 🔢Kolmogorov Complexity

medium.com

·1d

High-Throughput Side-Channel-Protected Stream Cipher Hardware for 6G Systems 🏗️System Design

eprint.iacr.org·3d

The Asymmetric Hamming Bidistance and Distributions over Binary Asymmetric Channels 📊Shannon Entropy

arxiv.org·1d

Efficient Learned Data Compression via Dual-Stream Feature Decoupling 🔢Kolmogorov Complexity

arxiv.org·2d

Posterior Matching over Binary-Input Memoryless Symmetric Channels: Non-Asymptotic Bounds and Low-Complexity Encoding 🔢Kolmogorov Complexity

arxiv.org·4d

Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse 🔢Kolmogorov Complexity

arxiv.org·2d

Singular Relative Entropy Coding with Bits-Back Rejection Sampling 📊Shannon Entropy

arxiv.org·3d

Tunneling-Augmented Simulated Annealing for Short-Block LDPC Code Construction 🔢Kolmogorov Complexity

arxiv.org·1d

Network-Wide PAoI Guarantee in CF-mMIMO Networks with S&C Coexistence: A Unified Framework for Spatial Partitioning Toward xURLLC 🏗️System Design

arxiv.org·2d

From Gaussian Fading to Gilbert-Elliott: Bridging Physical and Link-Layer Channel Models in Closed Form 📊Shannon Entropy

arxiv.org·4d

Query Optimization and Evaluation via Information Theory: A Tutorial 🔢Kolmogorov Complexity

arxiv.org·4d

Adaptive Semantic Communication for Wireless Image Transmission Leveraging Mixture-of-Experts Mechanism 🤖Transformer Architecture

arxiv.org·5d

An Algebraic Method for Full-Rank Characterization in Binary Linear Coding 📊Shannon Entropy

arxiv.org·4d

Weight distribution bounds to relate minimum distance, list decoding, and symmetric channel performance 🔢Kolmogorov Complexity

arxiv.org·4d

A Tensor-Train Framework for Bayesian Inference in High-Dimensional Systems: Applications to MIMO Detection and Channel Decoding 📊Bayesian Inference

arxiv.org·3d

High-Dimensional Signal Compression: Lattice Point Bounds and Metric Entropy 📊Shannon Entropy

arxiv.org·4d

A Bayesian Information-Theoretic Approach to Data Attribution 📊Bayesian Inference

arxiv.org·4d

Entropy and Attention Dynamics in Small Language Models: A Trace-Level Structural Analysis on the TruthfulQA Benchmark 🔢Kolmogorov Complexity

arxiv.org·4d