Patrick Rebentrost
Principal Investigator
Centre for Quantum Technologies
Assistant Professor
Department of Computer Science, National University of Singapore
Research Affiliate
Asian Institute of Digital Finance, National University of Singapore
S15-04-05
Preprints
- Seth Lloyd, Samuel Bosch, Giacomo De Palma, Bobak Kiani, Zi-Wen Liu, Milad Marvian, R.Patrick, David M. Arvidsson-Shukur. Quantum polar decomposition algorithm.
- Yihui Quek, Clement Canonne, R.Patrick. Robust quantum minimum finding with an application to hypothesis selection.
- Yassine Hamoudi, R.Patrick, M. Santha, Xin Wang, Siyi Yang, M.Ray. Quantum algorithms for hedging and the Sparsitron.
- Hsin-Yuan Huang, K. Bharti, R.Patrick. Near-term quantum algorithms for linear systems of equations.
- Liming Zhao, Zhikuan Zhao, R.Patrick, J. Fitzsimons. Compiling basic linear algebra subroutines for quantum computers.
- R.Patrick, Seth Lloyd. Quantum computational finance: quantum algorithm for portfolio optimization.
- R.Patrick, Brajesh Gupt, Thomas R. Bromley. Photonic quantum algorithm for Monte Carlo integration.
Publications
- João F. Doriguello, A.Luongo, R.Patrick, M. Santha, J.Bao. (2022). Quantum algorithm for stochastic optimal stopping problems with applications in finance. Proceedings of TQC 2:1-2:2:24
- R.Patrick, Yassine Hamoudi, Maharshi Ray, Xin Wang, Siyi Yang, M. Santha. (2021). Quantum algorithms for hedging and the learning of Ising models. Phys. Rev. A 103
- Yassine Hamoudi, R.Patrick, Ansis Rosmanis, M. Santha. (2019). Quantum and Classical Algorithms for Approximate Submodular Function Minimization. Quantum Information and Computation 19 1325-1349
- R.Patrick, Maria Schuld, Leonard Wossnig, Francesco Petruccione, Seth Lloyd. (2019). Quantum gradient descent and Newton\'s method for constrained polynomial optimization. New J. Phys.
