科学研究
报告题目:

Learning theory in the “physical” corner of the Hilbert space

报告人:

Prof. Anurag Anshu(Harvard University)

报告时间:

报告地点:

金沙9001cc诚为本东北楼二楼报告厅(209)

报告摘要:

We will discuss recent progress in the learnability of various classes of important quantum many-body states, such as Gibbs states, shallow quantum circuits and matrix product states. Our primary focus will be provably efficient algorithms, which often reveal new structures in the quantum states. Locality play a key role in these results, requiring measurements that only act on a few qubits in an entangling way. We will also highlight key challenges in further progress, in particular the search for optimal algorithms.



报告人简介:Anurag Anshu is an Assistant Professor of Computer Science at Harvard University. He received his PhD from National University of Singapore, focusing on quantum information theory. His research interests include quantum Hamiltonian complexity, quantum fault tolerance and quantum learning theory.