Data analytics often rely on machine learning (ML) algorithms. Among ML algorithms, deep convolutional neural networks (DNNs) offer state-of-the-art accuracies for important image classification ...

In modern Deep Learning approaches is data more important than algorithms? Well, again, yes and no. It is true that these approaches are very “data-hungry”. Without going into many details ...

have open-sourced Multiply-ADDitioN-lESS (MADDNESS), an algorithm that speeds up machine learning using approximate matrix multiplication (AMM). MADDNESS requires zero multiply-add operations and ...

Learn more Can artificial intelligence (AI) create its own algorithms to speed up matrix multiplication, one of machine learning’s ... “This gives us two very important results: One is that ...

Using algorithms partially modeled on the human ... To create the program, the MIT team relied on a scientific technique called deep learning that's become central to modern artificial ...