MIT researchers have recently unveiled an innovative framework that organizes artificial intelligence (AI) algorithms in a ...

In this week's lab, you will see how this classic algorithm will help you predict ... Decision trees are a supervised learning model that can be used for either regression or classification tasks. In ...

and supervised classification are all cases of the same underlying loss function,” she and her team said in a study that was recently presented at the 2025 International Conference of Learning ...

A new “periodic table for machine learning,” is reshaping how researchers explore AI, unlocking fresh pathways for discovery.

Now that you have a solid foundation in Supervised Learning, we shift our attention to uncovering the hidden structure from unlabeled data. We will start with an introduction to Unsupervised Learning.

This valuable study introduces a self-supervised machine learning method to classify C. elegans postures and behaviors directly from video data, offering an alternative to the skeleton-based ...

After uncovering a unifying algorithm that links more than 20 common machine-learning approaches, MIT researchers organized ...