SVMs went on to dominate machine learning until deep neural networks came of age in 2012 with the arrival of AlexNet. As the machine learning community pivoted to ANNs, SVMs were left stranded, but ...

The addition of heterogenous memory management to the Linux kernel will unlock new ways to speed up GPUs, and potentially other kinds of machine learning hardware It’s been a long time in the ...

More information: Zhenghao Yin et al, Experimental quantum-enhanced kernel-based machine learning on a photonic processor, Nature Photonics (2025). DOI: 10.1038/s41566-025-01682-5.