The mathematics behind artificial intelligence (AI) and machine learning (ML) rely on linear algebra, calculus, probability, ...

The gradient of the determinant is ∇(det A ... Johnson's notes on delta functions and distributions, aimed at an elementary-calculus level. Further reading (transposes of derivatives): In the graph ...

In time, it would transform the foundations of mathematics. Calculus is a powerful mathematical tool. But for hundreds of years after its invention in the 17th century, it stood on a shaky foundation.

To address this issue, we perform a comprehensive convergence rate analysis of stochastic gradient descent (SGD) with biased gradients for decentralized optimization. In non-convex settings, we show ...

His strategy reflects the fact that, as much as he claims a sweeping electoral mandate, he faces a delicate political calculus on abortion, which polling shows a majority of Americans believe ...

Social Workers Are Democrats. Real Estate Brokers Are Republicans. What Does Your Job Say About Your Politics?

The Graduate Aptitude Test in Engineering (GATE) 2025 is one of the most competitive exams for engineering and science ...

A curated list of research works and resources on optimal transport in machine learning. Related Paper. @article{khamis24OT, title={Scalable Optimal Transport Methods in Machine Learning: A ...