ℹ️ Information Theory - tomasz · Scour

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

arxiv.org·23h

On Optimal Information-Theoretic Security in Symmetric Encryption under Low-Entropy Keys 📊Shannon Entropy

eprint.iacr.org·6d

Path Loss Dataset from Field Measurements at 3.5 GHz for the Fifth Generation of Wireless Communications in Indoor Environments 📡Community Networks

nature.com·6d

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

arxiv.org·1d

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

arxiv.org·23h

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

arxiv.org·1d

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

arxiv.org·23h

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

arxiv.org·1d

HybridKV: Hybrid KV Cache Compression for Efficient Multimodal Large Language Model Inference 🔢Kolmogorov Complexity

arxiv.org·23h

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

arxiv.org·1d

Statistical Physics of Coding for the Integers 🔢Kolmogorov Complexity

arxiv.org·6d

Multilevel Coset Codes on Lattices 🔢Kolmogorov Complexity

arxiv.org·23h

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

arxiv.org·2d

Graph Signal Diffusion Models for Wireless Resource Allocation 🕸️Graph Theory

arxiv.org·23h

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

arxiv.org·1d

DAT: Dual-Aware Adaptive Transmission for Efficient Multimodal LLM Inference in Edge-Cloud Systems 🔗Mutual Information

arxiv.org·23h

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

arxiv.org·1d

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

arxiv.org·1d

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

arxiv.org·1d

Shorter, but Still Trustworthy? An Empirical Study of Chain-of-Thought Compression 🔢Kolmogorov Complexity

arxiv.org·1d

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