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

Institute for Pure & Applied Mathematics (IPAM)
Institute for Pure & Applied Mathematics (IPAM)
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Published 2024-02-06
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: www.ipam.ucla.edu/programs/workshops/tensor-networ…
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