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Pierre Minssen
Pierre Minssen
JPMorgan Chase & Co.
E-mail confirmado em jpmchase.com
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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
562022
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
552021
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
542024
The efficient preparation of normal distributions in quantum registers
AG Rattew, Y Sun, P Minssen, M Pistoia
Quantum 5, 609, 2021
47*2021
Constrained optimization via quantum Zeno dynamics
D Herman, R Shaydulin, Y Sun, S Chakrabarti, S Hu, P Minssen, A Rattew, ...
Communications Physics 6 (1), 219, 2023
302023
NISQ-HHL: Portfolio Optimization for Near-Term Quantum Hardware
R Yalovetzky, P Minssen, D Herman, M Pistoia
arXiv preprint arXiv:2110.15958, 2021
252021
Quantum deep hedging
S Raj, I Kerenidis, A Shekhar, B Wood, J Dee, S Chakrabarti, R Chen, ...
Quantum 7, 1191, 2023
222023
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
Universal Quantum Speedup for Branch-and-Bound, Branch-and-Cut, and Tree-Search Algorithms
S Chakrabarti, P Minssen, R Yalovetzky, M Pistoia
arXiv preprint arXiv:2210.03210, 2022
132022
Hybrid HHL with Dynamic Quantum Circuits on Real Hardware
R Yalovetzky, P Minssen, D Herman, M Pistoia
arXiv preprint arXiv:2110.15958, 2021
122021
Portfolio Optimization via Quantum Zeno Dynamics on a Quantum Processor
D Herman, R Shaydulin, Y Sun, S Chakrabarti, S Hu, P Minssen, A Rattew, ...
arXiv preprint arXiv:2209.15024, 2022
102022
Des-q: a quantum algorithm to provably speedup retraining of decision trees
N Kumar, R Yalovetzky, C Li, P Minssen, M Pistoia
arXiv preprint arXiv:2309.09976, 2023
3*2023
Solving linear systems on quantum hardware with hybrid HHL++
R Yalovetzky, P Minssen, D Herman, M Pistoia
Scientific Reports 14 (1), 20610, 2024
22024
Q-CHOP: Quantum constrained Hamiltonian optimization
MA Perlin, R Shaydulin, BP Hall, P Minssen, C Li, K Dubey, R Rines, ...
arXiv preprint arXiv:2403.05653, 2024
22024
Systems and methods for enhanced eigenvalue inversion using quantum conditional logic
R Yalovetzky, D Herman, P Minssen, M Pistoia, B Alexander, S Hu
US Patent App. 17/331,445, 2022
12022
Decomposition Pipeline for Large-Scale Portfolio Optimization with Applications to Near-Term Quantum Computing
A Acharya, R Yalovetzky, P Minssen, S Chakrabarti, R Shaydulin, ...
arXiv preprint arXiv:2409.10301, 2024
2024
Challenges and Opportunities of Quantum Optimization in Finance
Z He, S Chakrabarti, D Herman, N Kumar, C Li, P Minssen, P Niroula, ...
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-4, 2024
2024
Des-q: a quantum algorithm to construct and efficiently retrain decision trees for regression and binary classification
R Yalovetzky, N Kumar, C Li, P Minssen, M Pistoia
Bulletin of the American Physical Society, 2024
2024
SYSTEMS AND METHODS FOR QUANTUM COMPUTING-ASSISTED PORTFOLIO SELECTION
A Ajagekar, P Minssen, R Yalovetzky, M Pistoia
US Patent App. 17/653,258, 2023
2023
SYSTEMS AND METHODS FOR IMPLEMENTING QUANTUM BRANCH-AND-BOUND ALGORITHMS WITH HEURISTICS
S Chakrabarti, P Minssen, R Yalovetzky, M Pistoia
US Patent App. 17/648,054, 2023
2023
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