mathematical philosophy

Feb 25 2023

Loschimidt's Paradox and Causality: Can we establish Pearlian expression for Boltzmann's H-theorem?

msuzen

Boltzmann (Wikipedia)Post covers the papers: H-theorem do-conjecture, M. Süzen,  arxiv:2310.01458 (2023) PreambleProbably the most important achievement for humans is the ability to produce scientific discoveries, that  helps us objectively understand how nature works and build artificial tools...

thermodynamics causality applied mathematics statistical physics statistical mechanics mathematical philosophy theoretical physics

Dec 05 2022

The conditional query fallacy: Applying Bayesian inference from discrete mathematics perspective

msuzen

Preamble    The Tilled Field, Joan Miró (Wikipedia)One of the core concepts in data sciences is conditional probabilities, $p(x|y)$ appear as logical description of many of the tasks, such as formulating regression or as a core concept in Bayesian Inference. However, there is operationally no...

machine learning data science deep learning conditional data mining bayesianism discrete mathematics mathematical beauty mathematical philosophy bayesian inference