The Principles of Deep Learning Theory is available to download now on arXiv and will be published by Cambridge University Press in early 2022. Image: Facebook A message from John Furrier, co ...

A deep learning model trained on fundus photographs showed promise in the detection of severe glaucoma, with lower accuracy ...

A deep-learning model trained on human data reveals that promoter mutations may explain a significant portion of unsolved ...

Education A New AI Study May Explain Why Deep Learning Works MIT researchers’ new theory illuminates machine learning’s black box. Posted Aug 02, 2020 ...

In the machine learning world, the sizes of artificial neural networks — and their outsize successes — are creating conceptual conundrums. When a network named AlexNet won an annual image recognition ...

Machine learning uses algorithms to turn a data set into a model that can identify patterns or make predictions from new data. Which algorithm works best depends on the problem.

The intake of multiple drugs can result in adverse health effects due to unexpected drug-drug interactions (DDIs). Now, researchers have developed a deep learning model that predicts DDIs based on ...

A new machine learning approach tries to better emulate the human brain, in hopes of creating more capable agentic AI.

Today’s data scientists and machine learning engineers now have a wide range of choices for how they build models to address the various patterns of AI for their particular needs.

The resurgence of artificial intelligence (AI) is largely due to advances in pattern-recognition due to deep learning, a form of machine learning that does not require explicit hard-coding. The ...