Oxford researchers found that deep neural networks naturally favor simpler solutions, enhancing their ability to generalize ...

Complex Hessian equations and potential theory are significant areas of study in mathematics, particularly in the fields of analysis and geometry. These topics explore the behavior of functions ...

Mathematics and physics have long been regarded as the ultimate languages of the universe, but what if their structure ...

Exponential growth in big data and computing power is transforming climate science, where machine learning is playing a ...

Deep neural networks (DNNs) have revolutionized machine learning, yet their success defies classical expectations. They ...

Abstract: A new form is presented for the transient solution of the matrix Riccati equation associated with the linear optimal regulator and filter ... In contrast to the automatic synthesis program ...

A new study from Oxford University has uncovered why the deep neural networks (DNNs) that power modern artificial intelligence are so effective at learning from data. The new findings demonstrate that ...

The JEE Main 2025 Maths syllabus provides a detailed outline of topics to prepare for the exam. Aspirants can access the JEE Main 2025 Maths Syllabus PDF Download on the official website, jeemain.nta.

Furthermore, the authors discovered that this inherent Occam's razor has a unique property: it exactly counteracts the exponential increase in the number of complex functions as the system size grows.

In late 2022 large-language-model AI arrived in public, and within months they began misbehaving. Most famously, Microsoft’s ...

Download the detailed syllabus PDF here. Check the section-wise topics, exam pattern, preparation strategy, and best books.