Obserwuj
Hsin-Yuan Huang (Robert)
Hsin-Yuan Huang (Robert)
California Institute of Technology
Zweryfikowany adres z caltech.edu - Strona główna
Tytuł
Cytowane przez
Cytowane przez
Rok
Predicting many properties of a quantum system from very few measurements
HY Huang, R Kueng, J Preskill
Nature Physics, 2020
3012020
Tensorflow quantum: A software framework for quantum machine learning
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
1982020
Power of data in quantum machine learning
HY Huang, M Broughton, M Mohseni, R Babbush, S Boixo, H Neven, ...
Nature communications 12 (1), 1-9, 2021
1782021
Fusionnet: Fusing via fully-aware attention with application to machine comprehension
HY Huang, C Zhu, Y Shen, W Chen
International Conference on Learning Representations (ICLR) 2018, 2017
1742017
Mixed-state entanglement from local randomized measurements
A Elben, R Kueng, HYR Huang, R van Bijnen, C Kokail, M Dalmonte, ...
Physical Review Letters 125 (20), 200501, 2020
1022020
Flowqa: Grasping flow in history for conversational machine comprehension
HY Huang, E Choi, W Yih
International Conference on Learning Representations (ICLR) 2019, 2018
962018
Information-theoretic bounds on quantum advantage in machine learning
HY Huang, R Kueng, J Preskill
Physical Review Letters 126 (19), 190505, 2021
942021
Near-term quantum algorithms for linear systems of equations with regression loss functions
HY Huang, K Bharti, P Rebentrost
New Journal of Physics 23 (11), 113021, 2021
84*2021
Linear and kernel classification: When to use which?
HY Huang, CJ Lin
Proceedings of the 2016 SIAM International Conference on Data Mining, 216-224, 2016
492016
Efficient estimation of pauli observables by derandomization
HY Huang, R Kueng, J Preskill
Physical review letters 127 (3), 030503, 2021
442021
Provably efficient machine learning for quantum many-body problems
HY Huang, R Kueng, G Torlai, VV Albert, J Preskill
arXiv preprint arXiv:2106.12627, 2021
392021
Quantum advantage in learning from experiments
HY Huang, M Broughton, J Cotler, S Chen, J Li, M Mohseni, H Neven, ...
Science 376 (6598), 1182-1186, 2022
382022
Dissecting the human protein-protein interaction network via phylogenetic decomposition
CY Chen, A Ho, HY Huang, HF Juan, HC Huang
Scientific reports 4 (1), 1-10, 2014
342014
Concentration for random product formulas
CF Chen, HY Huang, R Kueng, JA Tropp
PRX Quantum 2 (4), 040305, 2021
31*2021
Nearly tight Trotterization of interacting electrons
Y Su, HY Huang, ET Campbell
Quantum 5, 495, 2021
272021
Emergent randomness and benchmarking from many-body quantum chaos
J Choi, AL Shaw, IS Madjarov, X Xie, JP Covey, JS Cotler, DK Mark, ...
arXiv preprint arXiv:2103.03535, 2021
212021
A unified algorithm for one-cass structured matrix factorization with side information
HF Yu, HY Huang, I Dhillon, CJ Lin
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
212017
Exponential separations between learning with and without quantum memory
S Chen, J Cotler, HY Huang, J Li
2021 IEEE 62nd Annual Symposium on Foundations of Computer Science (FOCS), 2021
182021
Generalization in quantum machine learning from few training data
MC Caro, HY Huang, M Cerezo, K Sharma, A Sornborger, L Cincio, ...
arXiv preprint arXiv:2111.05292, 2021
182021
Emergent quantum state designs from individual many-body wavefunctions
JS Cotler, DK Mark, HY Huang, F Hernandez, J Choi, AL Shaw, M Endres, ...
arXiv preprint arXiv:2103.03536, 2021
102021
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