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Dylan Herman
Dylan Herman
JPMorgan Chase & Co
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα jpmchase.com
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A survey of quantum computing for finance
D Herman, C Googin, X Liu, A Galda, I Safro, Y Sun, M Pistoia, Y Alexeev
arXiv preprint arXiv:2201.02773, 2022
1492022
Quantum computing for finance
D Herman, C Googin, X Liu, Y Sun, A Galda, I Safro, M Pistoia, Y Alexeev
Nature Reviews Physics 5 (8), 450-465, 2023
1312023
Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer
P Niroula, R Shaydulin, R Yalovetzky, P Minssen, D Herman, S Hu, ...
Scientific Reports 12 (1), 17171, 2022
582022
Quantum machine learning for finance ICCAD special session paper
M Pistoia, SF Ahmad, A Ajagekar, A Buts, S Chakrabarti, D Herman, S Hu, ...
2021 IEEE/ACM international conference on computer aided design (ICCAD), 1-9, 2021
572021
Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem
R Shaydulin, C Li, S Chakrabarti, M DeCross, D Herman, N Kumar, ...
Science Advances 10 (22), eadm6761, 2024
552024
The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ans\" atze
E Fontana, D Herman, S Chakrabarti, N Kumar, R Yalovetzky, J Heredge, ...
arXiv preprint arXiv:2309.07902, 2023
542023
Constrained Optimization via Quantum Zeno Dynamics
D Herman, R Shaydulin, Y Sun, S Chakrabarti, S Hu, P Minssen, A Rattew, ...
arXiv preprint arXiv:2209.15024, 2022
40*2022
Hybrid HHL with Dynamic Quantum Circuits on Real Hardware
R Yalovetzky, P Minssen, D Herman, M Pistoia
arXiv preprint arXiv:2110.15958, 2021
37*2021
Parameter setting in quantum approximate optimization of weighted problems
SH Sureshbabu, D Herman, R Shaydulin, J Basso, S Chakrabarti, Y Sun, ...
Quantum 8, 1231, 2024
262024
Quantum deep hedging
S Raj, I Kerenidis, A Shekhar, B Wood, J Dee, S Chakrabarti, R Chen, ...
Quantum 7, 1191, 2023
232023
Hardness of the maximum-independent-set problem on unit-disk graphs and prospects for quantum speedups
RS Andrist, MJA Schuetz, P Minssen, R Yalovetzky, S Chakrabarti, ...
Physical Review Research 5 (4), 043277, 2023
202023
Characterizing barren plateaus in quantum ansätze with the adjoint representation
E Fontana, D Herman, S Chakrabarti, N Kumar, R Yalovetzky, J Heredge, ...
Nature Communications 15 (1), 7171, 2024
162024
A survey of quantum computing for finance (2022)
D Herman, C Googin, X Liu, A Galda, I Safro, Y Sun, M Pistoia, Y Alexeev
arXiv preprint arXiv:2201.02773, 2023
132023
Alignment between initial state and mixer improves QAOA performance for constrained portfolio optimization
Z He, R Shaydulin, S Chakrabarti, D Herman, C Li, Y Sun, M Pistoia
CoRR, 2023
132023
Alignment between initial state and mixer improves QAOA performance for constrained optimization
Z He, R Shaydulin, S Chakrabarti, D Herman, C Li, Y Sun, M Pistoia
npj Quantum Information 9 (1), 121, 2023
122023
``The adjoint is all you need: Characterizing barren plateaus in quantum ansätze''(2023)
E Fontana, D Herman, S Chakrabarti, N Kumar, R Yalovetzky, J Heredge, ...
arXiv preprint arXiv:2309.07902, 0
10
Expressivity of variational quantum machine learning on the Boolean cube
D Herman, R Raymond, M Li, N Robles, A Mezzacapo, M Pistoia
IEEE Transactions on Quantum Engineering 4, 1-18, 2023
92023
Danylo Lykov, Pierre Minssen, Yue Sun, et al. Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem
R Shaydulin, C Li, S Chakrabarti, M DeCross, D Herman, N Kumar, ...
arXiv preprint arXiv:2308.02342, 2023
62023
A survey of quantum computing for finance. arXiv 2022
D Herman, C Googin, X Liu, A Galda, I Safro, Y Sun, M Pistoia, Y Alexeev
arXiv preprint arXiv:2201.02773, 0
5
Solving linear systems on quantum hardware with hybrid HHL++
R Yalovetzky, P Minssen, D Herman, M Pistoia
Scientific Reports 14 (1), 20610, 2024
22024
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