Blog Posts
2025
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The Geometry of Information January 19, 2025
A geometric interpretation of information
2024
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Dynamical Systems and Linear Algebra July 24, 2024
Understanding dynamical systems through linear algebra
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Markov Chain Monte Carlo May 17, 2024
Markov Chain Monte Carlo methods are widely used in Bayesian Econometrics. This article aims to clarify their theoretical basis and develop some intuition.
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Linear Algebra: Four perspectives March 17, 2024
A quick intro to linear algebra concepts
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Singular Value Decomposition January 4, 2024
Singular Value Decomposition and its link with the Pythagoras theorem
2023
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Information theory and statistical learning: Some intuition November 2, 2023
Some basics of information theory and entropy. A small discussion on informativeness of signals
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Statistical filtering: An overview October 19, 2023
An introduction to filtering and sensor fusion
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Monte-carlo integration September 7, 2023
The art of measurement by rolling dice.
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Markov Chains: A Gentle Introduction February 25, 2023
Markov Chains are the very foundation of stochastic processes. And they can open up a whole new way of thinking about problems in stochastic processes once w...