Videos

Roman Orus - News on tensor Networks for machine learning and quantum computing simulation

Presenter
February 5, 2024
Abstract
Recorded 05 February 2024. Roman Orus of the Donostia International Physics Center presents "News on tensor Networks for machine learning and quantum computing simulation" at IPAM's Tensor Networks Workshop. Abstract: 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. Learn more online at: https://www.ipam.ucla.edu/programs/workshops/tensor-networks/