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Articles

Technical writing on Linux, systems programming, and CS fundamentals.

Apr 23, 2026

The Fundamental Theorem of Markov Chains (Proof, Intuition + Uniqueness)

Explore the Fundamental Theorem of Markov Chains with a rigorous proof of stationary distribution existence and uniqueness using linear algebra and convex combinations.

Markov ChainsInformation TheoryData ScienceLinear AlgebraProbabilityStationary Distribution
Mar 11, 2026

The Connection Between Information Theory and the Geometry of High Dimensions

Why Gaussian points in high dimensions typically lie at distance √d from the origin

Information TheoryGeometry of High DimensionsData Science
Mar 11, 2026

The Geometry of High Dimensions

How objects behave in High Dimensions

High DimensionsMathematicsData Science

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