ℹ️ Information Theory - emschwartz · Scour

A Non-Probabilistic Game-Theoretic Information Theory Which Subsumes Probabilistic Channel Coding 🎯Vector Quantization

arxiv.org·22h

Protocol Buffers Fundamentals: Messages, Fields, and Encoding 💾Binary Formats

hosseinnejati.medium.com·1d

Data Compression and the Meaning of Information 🗜️Vector Compression

algodeck.com·6d·Hacker News

From Pixels to DNA: Why the Future of Compression Is About Every Kind of Data 🎯Vector Quantization

towardsdatascience.com·12h

Compression, Prediction, and Scale 🎯Vector Quantization

medium.com

·6d

$\alpha$-Mutual Information for the Gaussian Noise Channel 🔬RaBitQ

arxiv.org·1d

Semantic Rate-Distortion Theory: Deductive Compression and Closure Fidelity 🔢BitNet

arxiv.org·22h

Multimodal Large Language Model Enabled Robust Beamforming for HAP Downlink Communications 🧩MoE

arxiv.org·2d

Fundamental Limits of 1-bit ISAC Systems: Capacity Region and Optimal Power Control 🔬RaBitQ

arxiv.org·22h

Analytical Theory of Greedy Peeling for Bivariate Bicycle Codes and Two-Shot Streaming Decoding 🔬RaBitQ

arxiv.org·1d

The Asymmetric Hamming Bidistance and Distributions over Binary Asymmetric Channels 🔬RaBitQ

arxiv.org·5d

Exact Outage Probability and Ergodic Capacity Analysis of NOMA in Rayleigh Fading Channels 📱Edge Computing

arxiv.org·22h

Semantic Rate-Distortion for Bounded Multi-Agent Communication: Capacity-Derived Semantic Spaces and the Communication Cost of Alignment 📋MCP

arxiv.org·2d

Efficient Learned Data Compression via Dual-Stream Feature Decoupling 🗜️Zstd

arxiv.org·6d

Reliable Online Resource Allocation for Multi-User Semantic Communications: A Constraint Bayesian Optimization Approach 🧠Inference Serving

arxiv.org·1d

TOIB: Task-Oriented Orthogonalised Information Bottleneck for Distributed Semantic Communication 🧩MoE

arxiv.org·1d

Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse 🗜️Vector Compression

arxiv.org·6d·Hacker News

Training-Free Multi-User Generative Semantic Communications via Null-Space Diffusion Sampling 📦Batch Embeddings

arxiv.org·1d

Entropy-Rate Selection for Partially Observed Processes 🧠LLM Inference

arxiv.org·1d

Tunneling-Augmented Simulated Annealing for Short-Block LDPC Code Construction 🗜️Vector Compression

arxiv.org·5d