📊 Information Theory - danielfox · Scour

SMI: Efficient Self-Supervised Learning via Mutual-Information-Inspired Dependency Optimization

🧠Machine learning Academic

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

🧠Machine learning Academic

SynIB: Informational Bottleneck for Maximizing Synergy in Multimodal Learning

🧠Machine learning Academic

Support sufficiency as action-sufficient compression: a single-cycle rate-regret formulation

🔬Robert m. Hazen Academic

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

🧩Complexity Theory Academic

boostsecurityio/bagel: bagel, a CLI that inventories security-relevant metadata on developer workstations

🌡Entropy Code

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

🌐Distributed Systems Academic

Weighing Timed Regular Languages: The Final Step (long version)

🤖Automata Theory Academic

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

🧩Complexity Theory Academic

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

✅Formal Verification Academic

Algorithmic and Minimax Complexities in Kernel Bandits

🌡Entropy Academic

A Note on the Kullback-Leibler Divergence in Discretized Empirical Distributions

🌡Entropy Academic

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

🔺Computational Geometry Academic

Robust Active Learning for Few-Shot Example Selection in Text-to-SQL

📊Streaming ML Academic

Exact output statistics of Icart's encoding in the exceptional \(j=0\) case

🔬Robert m. Hazen Academic

Conformal Risk Prediction for Non-Alcoholic Fatty Liver Disease Using Gradient Boosting with Distribution-Free Coverages

📊Streaming ML Academic

QUIET: Quantifying Underutilized Influential Edges for Targeted Synchronization

🌐Distributed Systems Academic

Tests of constructor theory

🤖Automata Theory Academic

Fixed-Threshold One-Bit Toeplitz Covariance Estimation under Sparse-Ruler Sampling

📊Streaming ML Academic

Algebraic Kolmogorov--Arnold representation theorem for quantum measurement

🎲Branden Fitelsin Academic

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