Learning shallow quantum circuits

Learning shallow quantum circuits

18 January 2024

Hsin-Yuan Huang

Michael Broughton

Jarrod R. McClean

Papers citing "Learning shallow quantum circuits"

12 / 12 papers shown

Title
The Hardness of Learning Quantum Circuits and its Cryptographic Applications Bill Fefferman Soumik Ghosh Makrand Sinha Henry Yuen 14 0 0 21 Apr 2025
Learning quantum states prepared by shallow circuits in polynomial time Zeph Landau Yunchao Liu 28 7 0 31 Oct 2024
Predicting quantum channels over general product distributions Sitan Chen Jaume de Dios Pont Jun-Ting Hsieh Hsin-Yuan Huang Jane Lange Jerry Li 22 3 0 05 Sep 2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits Yuxuan Du Min-hsiu Hsieh Dacheng Tao 34 2 0 22 Aug 2024
Noise-tolerant learnability of shallow quantum circuits from statistics and the cost of quantum pseudorandomness Chirag Wadhwa Mina Doosti 65 1 0 20 May 2024
Separable Power of Classical and Quantum Learning Protocols Through the Lens of No-Free-Lunch Theorem Xinbiao Wang Yuxuan Du Kecheng Liu Yong Luo Bo Du Dacheng Tao 25 1 0 12 May 2024
Certifying almost all quantum states with few single-qubit measurements Hsin-Yuan Huang J. Preskill Mehdi Soleimanifar 29 17 0 10 Apr 2024
Agnostic Tomography of Stabilizer Product States Sabee Grewal Vishnu Iyer William Kretschmer Daniel Liang 21 2 0 04 Apr 2024
Learning to predict arbitrary quantum processes Hsin-Yuan Huang Sitan Chen J. Preskill 54 65 0 26 Oct 2022
Low-Stabilizer-Complexity Quantum States Are Not Pseudorandom Sabee Grewal Vishnu Iyer William Kretschmer Daniel Liang 38 17 0 29 Sep 2022
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 123 420 0 06 Jan 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 127 654 0 28 Jul 2020