📊 Information Theory - DiToast · Scour

Foundations of Future Communication Systems: Innovations in Communication 🤝Protocol Design

arxiv.org·2d

From Gaussian Fading to Gilbert-Elliott: Bridging Physical and Link-Layer Channel Models in Closed Form 🎲Probabilistic Programming

arxiv.org·3d

The Asymmetric Hamming Bidistance and Distributions over Binary Asymmetric Channels 🤝Protocol Design

arxiv.org·6h

Power Amplifier-aware Power Allocation for Noise-limited and Distortion-limited Regimes 🕸️Graph Theory

arxiv.org·6h

Singular Relative Entropy Coding with Bits-Back Rejection Sampling 🎲Probabilistic Programming

arxiv.org·2d

A Bayesian Information-Theoretic Approach to Data Attribution 🎲Probabilistic Programming

arxiv.org·3d

Initialisation Determines the Basin: Efficient Codebook Optimisation for Extreme LLM Quantization 🎲Probabilistic Programming

arxiv.org·6h

Probabilistic Language Tries: A Unified Framework for Compression, Decision Policies, and Execution Reuse 🎲Probabilistic Programming

arxiv.org·1d

Tunneling-Augmented Simulated Annealing for Short-Block LDPC Code Construction 🎯Randomized Algorithms

arxiv.org·6h

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

arxiv.org·2d

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

arxiv.org·3d

Modeling and Analysis for Joint Design of Communication and Control 🤝Protocol Design

arxiv.org·6h

Efficient Learned Data Compression via Dual-Stream Feature Decoupling 🎲Probabilistic Programming

arxiv.org·1d

Geometric Entropy and Retrieval Phase Transitions in Continuous Thermal Dense Associative Memory 🎲Probabilistic Programming

arxiv.org·6h

High-Dimensional Signal Compression: Lattice Point Bounds and Metric Entropy 🕸️Graph Theory

arxiv.org·3d

DAT: Dual-Aware Adaptive Transmission for Efficient Multimodal LLM Inference in Edge-Cloud Systems 🎲Probabilistic Programming

arxiv.org·2d

A unifying view of contrastive learning, importance sampling, and bridge sampling for energy-based models 🎲Probabilistic Programming

arxiv.org·6h

Graph Signal Diffusion Models for Wireless Resource Allocation 🕸️Graph Theory

arxiv.org·2d

Bit-by-Bit: Progressive QAT Strategy with Outlier Channel Splitting for Stable Low-Bit LLMs 🎯Randomized Algorithms

arxiv.org·6h

Adaptive Semantic Communication for Wireless Image Transmission Leveraging Mixture-of-Experts Mechanism 🤝Protocol Design

arxiv.org·4d

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