Events
Quantum Colloquium – Classical Shadows Of Quantum States
Tuesday, April 27th, 2021, 11:00 am–12:00 pm
Parent Program:
Speaker:
John Preskill (California Institute of Technology)
Location:
https://berkeley.zoom.us/j/95040632440
I will review an experimentally feasible procedure for converting a quantum state into a succinct classical description of the state, its classical shadow. Classical shadows can be applied to predict efficiently many properties of interest, including expectation values of local observables and few-body correlation functions. Efficient classical machine learning algorithms using classical shadows can address quantum many-body problems such as classifying quantum phases of matter.