PR
Patrick Rebentrost
quant-phcs.LGcs.AIcs.DSstat.MLphysics.chem-phmath.OCQuantum Theorycond-mat.mes-hallcs.NA
On Valency
published · living versionsW_yfjxx4t6·v1 · currentpublished
Perspective on AI and quantum open-source software
with Changhao Li, Bradley A. Chase, Veena Vijayakumar, Mathys Rennela +9
1 version
W_hcbdx8ua·v1published
Preprints & journals
93 papers in the corpus · 2006–2026Informed Trading model with quantum walks2610.06779v1 · H. W. Shawn Liew, Patrick Rebentrost2026 · 0 citationsarXiv
Pricing of graph-based quantum portfolios from first principles2610.03279v1 · Daniel J. Spencer, Bin Cheng, Dinh-Long Vu et al.2026 · 0 citationsarXiv
Reverse quantum state diffusion from differential geometry2609.39861v1 · Dinh-Long Vu, Patrick Rebentrost2026 · 0 citationsarXiv
Quantum Sensing and Hamiltonian Learning under Stochastic Parameter Evolution2609.39908v1 · Kelvin Koor, Patrick Rebentrost2026 · 0 citationsarXiv
Quantum Quasi-Monte Carlo: a window for pre-asymptotic quantum advantage2609.03625v1 · Paolo Recchia, Zhan Yu, Kelvin Koor et al.2026 · 0 citationsarXiv
Quantum Weighted Moving Average for Predicting Limit Order Book Trends2609.01524v1 · Matthias Kamm, Dinh-Long Vu, Patrick Rebentrost2026 · 0 citationsarXiv
Near-Optimal Learning of Local Lindbladians2606.20535v2 · Itai Arad, Zhili Chen, Naixu Guo et al.2026 · 0 citationsarXiv
Quantum enhanced rare event discovery and sampling2606.06316v1 · Naixu Guo, Po-Wei Huang, Qisheng Wang et al.2026 · 0 citationsarXiv
Quantum Tilted Loss in Variational Optimization: Theory and Applications2605.02850v1 · Yixian Qiu, Josep Lumbreras, Xiufan Li et al.2026 · 0 citationsarXiv
Fundamentals of Quantum Machine Learning and Robustness2602.20499v1 · Lirande Pira, Patrick Rebentrost2026 · 1 citationarXiv
Quantum Box-Muller Transform2601.13718v1 · Dinh-Long Vu, Hitomi Mori, Patrick Rebentrost2026 · 0 citationsarXiv
Hybrid Quantum-Classical Algorithm for Robust Optimization via Stochastic-Gradient Online Learning.41835032 · Lim, Debbie, Doriguello, Joao F, Rebentrost, Patrick2026 · 3 citationsQuantum machine intelligence. 2026;8(1):28
QKAN: quantum Kolmogorov-Arnold networks with applications in machine learning and multivariate state preparation.42051665 · Ivashkov, Petr, Huang, Po-Wei, Koor, Kelvin et al.2026 · 4 citationsNPJ quantum information. 2026;12(1):73
Efficient Identification of Permutation Symmetries in Many-Body Hamiltonians via Graph Theory2511.23160v1 · Saumya Shah, Patrick Rebentrost2025 · 0 citationsarXiv
Fast-forwardable Lindbladians imply quantum phase estimation2510.06759v2 · Zhong-Xia Shang, Naixu Guo, Patrick Rebentrost et al.2025 · 0 citationsarXiv
Accelerating Inference for Multilayer Neural Networks with Quantum Computers2510.07195v2 · Arthur G. Rattew, Po-Wei Huang, Naixu Guo et al.2025 · 0 citationsarXiv
Artificial intelligence for representing and characterizing quantum systems2509.04923v1 · Yuxuan Du, Yan Zhu, Yuan-Hang Zhang et al.2025 · 1 citationNature Reviews Physics 8, 579 (2026)
Quantum Learning with Tunable Loss Functions2508.21369v1 · Yixian Qiu, Lirande Pira, Patrick Rebentrost2025 · 0 citationsarXiv
Degree-Optimized Cumulative Polynomial Kolmogorov-Arnold Networks2505.15228v1 · Mathew Vanherreweghe, Lirande Pira, Patrick Rebentrost2025 · 0 citationsarXiv
Quantum Machine Learning: A Hands-on Tutorial for Machine Learning Practitioners and Researchers2502.01146v1 · Yuxuan Du, Xinbiao Wang, Naixu Guo et al.2025 · 4 citationsarXiv
Online Learning of Pure States is as Hard as Mixed States2502.00823v3 · Maxime Meyer, Soumik Adhikary, Naixu Guo et al.2025 · 0 citationsAdvances in Neural Information Processing Systems 38 (NeurIPS 2025)
Author Correction: Quantum computational finance for martingale asset pricing in incomplete markets.39567573 · Rebentrost, Patrick, Luongo, Alessandro, Cheng, Bin et al.2024 · 1 citationScientific reports. 2024;14(1):28785
Quantum Algorithm for Sparse Online Learning with Truncated Gradient Descent2411.03925v1 · Debbie Lim, Yixian Qiu, Patrick Rebentrost et al.2024 · 0 citationsarXiv
Quantum Linear System Solvers: A Survey of Algorithms and Applications2411.02522v3 · Mauro E. S. Morales, Lirande Pira, Philipp Schleich et al.2024 · 4 citationsarXiv
Low depth amplitude estimation without really trying2410.01173v1 · Dinh-Long Vu, Bin Cheng, Patrick Rebentrost2024 · 0 citationsarXiv
Quantum computational finance for martingale asset pricing in incomplete markets.39147819 · Rebentrost, Patrick, Luongo, Alessandro, Cheng, Bin et al.2024 · 7 citationsScientific reports. 2024;14(1):18941
Concept learning of parameterized quantum models from limited measurements2408.05116v1 · Beng Yee Gan, Po-Wei Huang, Elies Gil-Fuster et al.2024 · 1 citationarXiv
Quantum algorithm for large-scale market equilibrium computation2405.13788v3 · Po-Wei Huang, Patrick Rebentrost2024 · 0 citationsAdvances in Neural Information Processing Systems 37, 10878-10907 (2024)
Efficient Quantum Circuits for Machine Learning Activation Functions including Constant T-depth ReLU2404.06059v1 · Wei Zi, Siyi Wang, Hyunji Kim et al.2024 · 9 citationsarXiv
Quantum Transformer: Accelerating model inference via quantum linear algebra2402.16714v3 · Naixu Guo, Zhan Yu, Matthew Choi et al.2024 · 4 citationsarXiv
The Quantum Esscher Transform2401.07561v2 · Yixian Qiu, Kelvin Koor, Patrick Rebentrost2024 · 1 citationarXiv
Quantum Algorithms for the Pathwise Lasso2312.14141v3 · Joao F. Doriguello, Debbie Lim, Chi Seng Pun et al.2023 · 5 citationsQuantum 9, 1674 (2025)
A short tutorial on Wirtinger Calculus with applications in quantum information2312.04858v1 · Kelvin Koor, Yixian Qiu, Leong Chuan Kwek et al.2023 · 3 citationsarXiv
Challenges and Opportunities in Quantum Optimization2312.02279v3 · Amira Abbas, Andris Ambainis, Brandon Augustino et al.2023 · 203 citationsNat Rev Phys (2024)
Quantum approximated cloning-assisted density matrix exponentiation2311.11751v2 · Pablo Rodriguez-Grasa, Ruben Ibarrondo, Javier Gonzalez-Conde et al.2023 · 2 citationsPhys. Rev. Research 7, 013264 (2025)
Learning Restricted Boltzmann Machines with greedy quantum search2309.14196v1 · Liming Zhao, Aman Agrawal, Patrick Rebentrost2023 · 0 citationsarXiv
Classical combinations of quantum states for solving banded circulant linear systems2309.11451v2 · Po-Wei Huang, Xiufan Li, Kelvin Koor et al.2023 · 1 citationNew Journal of Physics 28, 014507 (2026)
Non-Linear Transformations of Quantum Amplitudes: Exponential Improvement, Generalization, and Applications2309.09839v1 · Arthur G. Rattew, Patrick Rebentrost2023 · 3 citationsarXiv
Provable learning of quantum states with graphical models2309.09235v1 · Liming Zhao, Naixu Guo, Ming-Xing Luo et al.2023 · 0 citationsarXiv
Post-variational quantum neural networks2307.10560v2 · Po-Wei Huang, Patrick Rebentrost2023 · 3 citationsarXiv
Estimating properties of a quantum state by importance-sampled operator shadows2305.09374v2 · Naixu Guo, Feng Pan, Patrick Rebentrost2023 · 0 citationsarXiv
Deep learning-based quantum algorithms for solving nonlinear partial differential equations2305.02019v2 · Lukas Mouton, Florentin Reiter, Ying Chen et al.2023 · 8 citationsarXiv
A variational quantum algorithm-based numerical method for solving potential and Stokes flows2303.01805v1 · Yangyang Liu, Zhen Chen, Chang Shu et al.2023 · 24 citationsarXiv
Fundamental theorem for quantum asset pricing2212.13815v2 · Jinge Bao, Patrick Rebentrost2022 · 3 citationsarXiv
Quantum computational finance: martingale asset pricing for incomplete markets2209.08867v1 · Patrick Rebentrost, Alessandro Luongo, Samuel Bosch et al.2022 · 7 citationsarXiv
A Quantum Online Portfolio Optimization Algorithm2208.14749v2 · Debbie Lim, Patrick Rebentrost2022 · 20 citationsarXiv
Quantum Advantage for Multi-option Portfolio Pricing and Valuation Adjustments2203.04924v2 · Jeong Yu Han, Bin Cheng, Dinh-Long Vu et al.2022 · 1 citationarXiv
Quantum algorithm for stochastic optimal stopping problems with applications in finance2111.15332v4 · Joao F. Doriguello, Alessandro Luongo, Jinge Bao et al.2021 · 13 citationsProceedings of TQC 2022, LIPIcs, vol. 232, 2:1--2:24 (2022)
Quantum algorithm for structure learning of Markov Random Fields2109.01014v1 · Liming Zhao, Siyi Yang, Patrick Rebentrost2021 · 0 citationsarXiv
Quantum Alphatron: quantum advantage for learning with kernels and noise2108.11670v5 · Siyi Yang, Naixu Guo, Miklos Santha et al.2021 · 3 citationsQuantum 7, 1174 (2023)
Career total: at least 138 works. 93 are in this corpus.Showing the 50 most recent.
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