📊 Information Theory - dchu · Scour

Optimal Feedback Communication with Information Maximization and Distortion Minimization

💬LLMs Academic

Universal Information-Theoretic Structure of the Quasi-Stationary Domany--Kinzel Automaton

✓Formal Verification Academic

Minimum Distortion Quantization with Specified Output Distribution

💬LLMs Academic

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

✓Formal Verification Academic

Designed-Source Reductions and a Dual-Purpose Feasibility Band for Semantic Rate-Distortion

⚙Data engineering Academic

Tensor-Network Algorithm for Many-Body Trace Norms

✓Formal Verification Academic

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

💬LLMs Academic

Color-Rule-Function Encoding for Combinatorial Memory

💬LLMs Academic

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

💬LLMs Academic

Probabilistic Contrastive Pretraining for Multi-task ADME Property Prediction

💬LLMs Academic

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

📊Data Science Academic

Letting Homogeneity Entropy Select S-Pairs in Buchberger's Algorithm

📊Data Science Academic

Maximum Coverage Chase Decoder for Optical Interconnects

✓Formal Verification Academic

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

🔬Static Analysis Academic

Breakeven demonstration of quantum low-density parity-check codes

✓Formal Verification Academic

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

💬LLMs Academic

MJSAC: McCormick Relaxation-based Waveform Design for Joint Sensing and Communication

💬LLMs Academic

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

💬LLMs Academic

Unlocking Exponential and Unbounded Robust Gains in Shannon Capacity of Classical Multiple Access Channels with Causal CSIT via Quantum Entanglement Assistance

✓Formal Verification Academic

Graphical Analysis of Lifted Product Code Constructions

✓Formal Verification Academic

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