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Articles by Gabriel de Longeaux
The two envelopes problem
The Paradox Series #1 How time and causality are emerging from randomness The two envelopes problem, leading to paradoxical and inconsistent decisions, appears when using an intuitive but wrong Bayesian probability estimation to determine the best course of action.
Game Theory and Risk Management in one chart
Data Visualization An introduction to risk management principles Basic risk management principles are presented from a data scientist point of view using the theory of expected utility. The risk management strategies are summarized in one chart (with detailed explanations on how to read the chart) where iso-risk curves are materialized. Let us first assume that we have a total wealth W₀.
How Artificial Intelligence Got Real
For a very long time, artificial intelligence was a thought experiment—a sci-fi trope. In what feels like the blink of an eye, it’s now everywhere in our daily lives. How did we get here? A good place to start is Mike Ferguson’s new series on artificial general intelligence, where he patiently walks us through decades of philosophy, neuroscience, and adjacent disciplines that have theorized about humans’ potential to create AGI.
An introduction to Information Theory for Data Science
Machine Learning This article aims to present briefly the concept of quantity of information, within the framework of information theory, and to outline possible uses of this idea in the field of data analysis. From these simple elements, I was led to considerations on a measure of multivariate nonlinear correlations presented in this article.
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