'Periodic Table Of Machine Learning' Could Fuel AI Discovery
MIT News, Wednesday, April 23rd, 2025
Researchers have created a unifying framework that can help scientists combine existing ideas to improve AI models or create new ones.
MIT researchers have created a periodic table that shows how more than 20 classical machine-learning algorithms are connected. The new framework sheds light on how scientists could fuse strategies from different methods to improve existing AI models or come up with new ones.
For instance, the researchers used their framework to combine elements of two different algorithms to create a new image-classification algorithm that performed 8 percent better than current state-of-the-art approaches.