math

MIT affiliates win AI for Math grants to speed up mathematical discovery

MIT Department of Mathematics researchers David Roe ’06 and Andrew Sutherland ’90,...

The Theory of Universal Computation: Bayesian Optimality, Solomonoff Induction & AIXI

In a seminal but underappreciated book titled , Marcus Hutter attempted a mathematical formulation of universal artificial intelligence, shortened to AIXI. This text goals to make AIXI accessible to data scientists, technical enthusiasts and...

Implementing the Gaussian Challenge in Python

Carl Gauss was a German mathematician and astronomer, also generally known as the “Prince of Mathematics”. He's well known for his contributions within the fields of science and arithmetic, comparable to number theory, geometry,...

Cracking the Density Code: Why MAF Flows Where KDE Stalls

Certainly one of the essential problems that arises in high-dimensional density estimation is that as our dimension increases, our data becomes more sparse. Due to this fact, for models that depend on local neighborhood...

OpenAI claims gold on math olympiad

Good morning, AI enthusiasts. OpenAI just claimed one in all the longstanding grand challenges in AI: gold-level performance with an experimental LLM on the International Math Olympiad (IMO) 2025.While questions remain over OpenAI’s grading,...

Exploring the Proportional Odds Model for Ordinal Logistic Regression

You will discover the complete code for this instance at the underside of this post. odds model for ordinal logistic regression was first introduced by McCullagh (1980). This model extends binary logistic regression to situations...

What’s next for AI and math

This yr, a lot of LRMs, which try to resolve an issue step-by-step fairly than spit out the primary result that involves them, have achieved high scores on the American Invitational Mathematics Examination...

Multiple Linear Regression Evaluation

full code for this instance at the underside of this post. Multiple regression is used when your response variable Y is continuous and you may have at the least k covariates, or independent variables...

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