Abstract

News on tensor Networks for machine learning and quantum computing simulation.

Roman Orus
Donostia International Physics Center

In this talk, I will review recent results obtained using tensor networks to improve machine learning, including deep neural networks, convolutional networks, and large language models. I will also explain recent news on the simulation of quantum processors using Projected Entangled Pair States.