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 | 58 | 2022 |
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 | 57 | 2021 |
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 | 55 | 2024 |
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 | 31 | 2023 |
NISQ-HHL: Portfolio Optimization for Near-Term Quantum Hardware R Yalovetzky, P Minssen, D Herman, M Pistoia arXiv preprint arXiv:2110.15958, 2021 | 25 | 2021 |
Quantum deep hedging S Raj, I Kerenidis, A Shekhar, B Wood, J Dee, S Chakrabarti, R Chen, ... Quantum 7, 1191, 2023 | 23 | 2023 |
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 | 20 | 2023 |
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 | 13 | 2022 |
Hybrid HHL with Dynamic Quantum Circuits on Real Hardware R Yalovetzky, P Minssen, D Herman, M Pistoia arXiv preprint arXiv:2110.15958, 2021 | 12 | 2021 |
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 | 10 | 2022 |
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 | 3 | 2024 |
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 | 2 | 2024 |
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 |
Systems and methods for quantum computing-based extractive summarization P Niroula, R Yalovetzky, P Minssen, D Herman, M Pistoia, S Hu US Patent App. 17/647,311, 2023 | | 2023 |