Categories: AI/ML News

How symmetry can come to the aid of machine learning

Behrooz Tahmasebi—an MIT Ph.D. student in the Department of Electrical Engineering and Computer Science (EECS) and an affiliate of the Computer Science and Artificial Intelligence Laboratory (CSAIL)—was taking a mathematics course on differential equations in late 2021 when a glimmer of inspiration struck. In that class, he learned for the first time about Weyl’s law, which had been formulated 110 years earlier by the German mathematician Hermann Weyl.

Data science vs. machine learning: What’s the difference?

While data science and machine learning are related, they are very different fields. In a nutshell, data science brings structure to big data while machine learning focuses on learning from the data itself. This post will dive deeper into the nuances of each field. What is data science? Data science…

July 7, 2023

In "FAANG"

New algorithm discovers language just by watching videos

Mark Hamilton, an MIT Ph.D. student in electrical engineering and computer science and affiliate of MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL), wants to use machines to understand how animals communicate. To do that, he set out first to create a system that can learn human language "from scratch."

June 12, 2024

In "AI/ML News"

Natural language processing software evaluates middle school science essays

Students may soon have another teacher in the classroom, but from an unlikely source: artificial intelligence (AI). In two recent papers, computer scientists at Penn State vetted the effectiveness of a form of AI known as natural language processing for assessing and providing feedback on students' science essays. They detailed…

October 12, 2022

In "AI/ML News"

AI Generated Robotic Content