A survey on the complexity of learning quantum states

31 May 2023

Papers citing "A survey on the complexity of learning quantum states"

22 / 22 papers shown

Title
Efficient Hamiltonian, structure and trace distance learning of Gaussian states Marco Fanizza Cambyse Rouzé Daniel Stilck França 32 4 0 05 Nov 2024
On the sample complexity of purity and inner product estimation Weiyuan Gong Jonas Haferkamp Qi Ye Zhihan Zhang 18 4 0 16 Oct 2024
Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits Yuxuan Du Min-hsiu Hsieh Dacheng Tao 31 2 0 22 Aug 2024
Solving The Quantum Many-Body Hamiltonian Learning Problem with Neural Differential Equations Timothy Heightman Edward Jiang Antonio Acín AI4CE 29 3 0 16 Aug 2024
Concept learning of parameterized quantum models from limited measurements Beng Yee Gan Po-Wei Huang Elies Gil-Fuster P. Rebentrost 31 1 0 09 Aug 2024
Accurate Learning of Equivariant Quantum Systems from a Single Ground State Stepán Smíd Roberto Bondesan 27 0 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
Proper vs Improper Quantum PAC learning Ashwin Nayak Pulkit Sinha 19 0 0 05 Mar 2024
Learning shallow quantum circuits Hsin-Yuan Huang Yunchao Liu Michael Broughton Isaac Kim Anurag Anshu Zeph Landau Jarrod R. McClean 22 26 0 18 Jan 2024
Does provable absence of barren plateaus imply classical simulability? Or, why we need to rethink variational quantum computing M. Cerezo Martín Larocca Diego García-Martín N. L. Diaz Paolo Braccia ... Pablo Bermejo Aroosa Ijaz Supanut Thanasilp Eric R. Anschuetz Zoë Holmes 28 123 0 14 Dec 2023
Learning finitely correlated states: stability of the spectral reconstruction Marco Fanizza Niklas Galke Josep Lumbreras Cambyse Rouzé Andreas Winter 27 6 0 12 Dec 2023
Learning quantum Hamiltonians at any temperature in polynomial time Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang 19 26 0 03 Oct 2023
Provable learning of quantum states with graphical models Liming Zhao Naixu Guo Maohui Luo P. Rebentrost 32 3 0 17 Sep 2023
Fast Quantum Algorithm for Attention Computation Yeqi Gao Zhao-quan Song Xin Yang Ruizhe Zhang LRM 23 19 0 16 Jul 2023
Transition Role of Entangled Data in Quantum Machine Learning Xinbiao Wang Yuxuan Du Zhuozhuo Tu Yong Luo Xiao Yuan Dacheng Tao 36 8 0 06 Jun 2023
On the Role of Entanglement and Statistics in Learning Srinivasan Arunachalam Vojtěch Havlíček Louis Schatzki 8 7 0 05 Jun 2023
Efficient Learning of Quantum States Prepared With Few Non-Clifford Gates Sabee Grewal Vishnu Iyer William Kretschmer Daniel Liang 22 21 0 22 May 2023
Exponentially Improved Efficient and Accurate Machine Learning for Quantum Many-body States with Provable Guarantees Yanming Che C. Gneiting Franco Nori 6 1 0 10 Apr 2023
Quantum Learning Theory Beyond Batch Binary Classification Preetham Mohan Ambuj Tewari GNN 6 1 0 15 Feb 2023
Learning to predict arbitrary quantum processes Hsin-Yuan Huang Sitan Chen J. Preskill 47 64 0 26 Oct 2022
Low-Stabilizer-Complexity Quantum States Are Not Pseudorandom Sabee Grewal Vishnu Iyer William Kretschmer Daniel Liang 30 17 0 29 Sep 2022
Quantum Local Differential Privacy and Quantum Statistical Query Model Armando Angrisani E. Kashefi 16 11 0 07 Mar 2022