Stefan Woerner

According to our database, Stefan Woerner authored at least 29 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Provable bounds for noise-free expectation values computed from noisy samples.

Samantha V. Barron, Daniel J. Egger, Elijah Pelofske, Andreas Bärtschi, Stephan J. Eidenbenz, Matthis Lehmkuehler, Stefan Woerner

Nat. Comput. Sci., November, 2024

The complexity of quantum support vector machines.

Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner

Quantum, January, 2024

Bonus or Penalty? Designing Service-Level Agreements for a Decentralized Supply Chain: The Implication of Return on Investment.

Stefan Woerner, Stephan M. Wagner, Yueshan Chu, Marco Laumanns

IEEE Trans. Engineering Management, 2024

Quantum Theory and Application of Contextual Optimal Transport.

Nicola Mariella, Albert Akhriev, Francesco Tacchino, Christa Zoufal, Juan Carlos Gonzalez-Espitia, Benedek Harsanyi, Eugene Koskin, Ivano Tavernelli, Stefan Woerner, Marianna Rapsomaniki, Sergiy Zhuk, Jannis Born

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Well-conditioned multi-product formulas for hardware-friendly Hamiltonian simulation.

Almudena Carrera Vazquez, Daniel J. Egger, David Ochsner, Stefan Woerner

Quantum, July, 2023

Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection.

Christa Zoufal, Ryan V. Mishmash, Nitin Sharma, Niraj Kumar, Aashish Sheshadri, Amol Deshmukh, Noelle Ibrahim, Julien Gacon, Stefan Woerner

Quantum, January, 2023

Quantum Kernel Alignment with Stochastic Gradient Descent.

Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Stochastic Approximation of Variational Quantum Imaginary Time Evolution.

Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

2022

Scaling of the quantum approximate optimization algorithm on superconducting qubit based hardware.

Johannes Weidenfeller, Lucia C. Valor, Julien Gacon, Caroline Tornow, Luciano Bello, Stefan Woerner, Daniel J. Egger

Quantum, September, 2022

Towards Quantum Advantage in Financial Market Risk using Quantum Gradient Algorithms.

Nikitas Stamatopoulos, Guglielmo Mazzola, Stefan Woerner, William J. Zeng

Quantum, 2022

A variational quantum algorithm for the Feynman-Kac formula.

Hedayat Alghassi, Amol Deshmukh, Noelle Ibrahim, Nicolas Robles, Stefan Woerner, Christa Zoufal

Quantum, 2022

2021

Credit Risk Analysis Using Quantum Computers.

Daniel J. Egger, Ricardo García Gutiérrez, Jordi Cahué Mestre, Stefan Woerner

IEEE Trans. Computers, 2021

Grover Adaptive Search for Constrained Polynomial Binary Optimization.

Austin Gilliam, Stefan Woerner, Constantin Gonciulea

Quantum, 2021

Simultaneous Perturbation Stochastic Approximation of the Quantum Fisher Information.

Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner

Quantum, 2021

Warm-starting quantum optimization.

Daniel J. Egger, Jakub Marecek, Stefan Woerner

Quantum, 2021

A Threshold for Quantum Advantage in Derivative Pricing.

Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola, Nikitas Stamatopoulos, Stefan Woerner, William J. Zeng

Quantum, 2021

Variational quantum Boltzmann machines.

Christa Zoufal, Aurélien Lucchi, Stefan Woerner

Quantum Mach. Intell., 2021

The power of quantum neural networks.

Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner

Nat. Comput. Sci., 2021

Effective dimension of machine learning models.

Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner

CoRR, 2021

2020

Option Pricing using Quantum Computers.

Nikitas Stamatopoulos, Daniel J. Egger, Yue Sun, Christa Zoufal, Raban Iten, Ning Shen, Stefan Woerner

Quantum, 2020

Improving Variational Quantum Optimization using CVaR.

Panagiotis Kl. Barkoutsos, Giacomo Nannicini, Anton Robert, Ivano Tavernelli, Stefan Woerner

Quantum, 2020

Quantum Legendre-Fenchel Transform.

David Sutter, Giacomo Nannicini, Tobias Sutter, Stefan Woerner

CoRR, 2020

Quantum-Enhanced Simulation-Based Optimization.

Julien Gacon, Christa Zoufal, Stefan Woerner

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2020

2019

Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid.

Fabian L. Mueller, Stefan Woerner, John Lygeros

IEEE Trans. Smart Grid, 2019

Efficient template matching in quantum circuits.

Raban Iten, David Sutter, Stefan Woerner

CoRR, 2019

2018

Joint optimisation of capacity and safety stock allocation.

Stefan Woerner, Marco Laumanns, Stephan M. Wagner

Int. J. Prod. Res., 2018

Simulation-Based Optimization of Capacitated Assembly Systems under Beta-Service Level Constraints.

Stefan Woerner, Marco Laumanns, Stephan M. Wagner

Decis. Sci., 2018

Ramp-Rate-Constrained Bidding of Energy and Frequency Reserves in Real Market Settings.

Fabian L. Müller, Stefan Woerner, John Lygeros

CoRR, 2018

2015

Approximate dynamic programming for stochastic linear control problems on compact state spaces.

Stefan Woerner, Marco Laumanns, Rico Zenklusen, Apostolos Fertis

Eur. J. Oper. Res., 2015