[Theory] UC Theory Seminar
Alexander Razborov
razborov at uchicago.edu
Tue Apr 9 17:28:30 CDT 2024
Sitan Chen, PhD
Harvard University
Tuesday, April 16, 2024 at 3:30pm
Room – Kent 107
Title: New bounds for shadow tomography
Abstract: As the computational resources for near-term quantum devices continue to grow, so too does their potential to help us analyze quantum experimental data and learn about the physical universe. In this talk, I will describe recent progress towards understanding the fundamental limitations contemporary devices impose for such tasks relative to fault-tolerant quantum computation.
In the first part of the talk, I will provide a gentle survey on our work in this direction over the last few years (no quantum background required). In the second part, I will focus on the question of shadow tomography, in which one is given copies of an n-qubit quantum state rho and wants to estimate certain expectation values of the state. I will present new bounds for this problem in the practically relevant regime where one can make measurements of at most poly(n) copies of rho at a time. The results in the second part of the talk are based on joint work with Weiyuan Gong and Qi Ye.
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