Stefan Woerner

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 32

Top Topics

Boltzmann Machines

Stochastic Approximation

Quantum Computation

Top Venues

IEEE Trans. Engineering Management

Publications

Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
The complexity of quantum support vector machines. Quantum 8 (2024)
Stefan Woerner, Stephan M. Wagner, Yueshan Chu, Marco Laumanns
Bonus or Penalty? Designing Service-Level Agreements for a Decentralized Supply Chain: The Implication of Return on Investment. IEEE Trans. Engineering Management 71 (2024)
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
Quantum Theory and Application of Contextual Optimal Transport. CoRR (2024)
Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
Quantum Kernel Alignment with Stochastic Gradient Descent. QCE (2023)
Almudena Carrera Vazquez, Daniel J. Egger, David Ochsner, Stefan Woerner
Well-conditioned multi-product formulas for hardware-friendly Hamiltonian simulation. Quantum 7 (2023)
Samantha V. Barron, Daniel J. Egger, Elijah Pelofske, Andreas Bärtschi, Stephan J. Eidenbenz, Matthis Lehmkuehler, Stefan Woerner
Provable bounds for noise-free expectation values computed from noisy samples. CoRR (2023)
Christa Zoufal, Ryan V. Mishmash, Nitin Sharma, Niraj Kumar, Aashish Sheshadri, Amol Deshmukh, Noelle Ibrahim, Julien Gacon, Stefan Woerner
Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection. Quantum 7 (2023)
Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
Quantum Kernel Alignment with Stochastic Gradient Descent. CoRR (2023)
Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner
Stochastic Approximation of Variational Quantum Imaginary Time Evolution. QCE (2023)
Hedayat Alghassi, Amol Deshmukh, Noelle Ibrahim, Nicolas Robles, Stefan Woerner, Christa Zoufal
A variational quantum algorithm for the Feynman-Kac formula. Quantum 6 (2022)
Johannes Weidenfeller, Lucia C. Valor, Julien Gacon, Caroline Tornow, Luciano Bello, Stefan Woerner, Daniel J. Egger
Scaling of the quantum approximate optimization algorithm on superconducting qubit based hardware. Quantum 6 (2022)
Nikitas Stamatopoulos, Guglielmo Mazzola, Stefan Woerner, William J. Zeng
Towards Quantum Advantage in Financial Market Risk using Quantum Gradient Algorithms. Quantum 6 (2022)
Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
The complexity of quantum support vector machines. CoRR (2022)
Christa Zoufal, Aurélien Lucchi, Stefan Woerner
Variational quantum Boltzmann machines. Quantum Mach. Intell. 3 (1) (2021)
Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner
Simultaneous Perturbation Stochastic Approximation of the Quantum Fisher Information. Quantum 5 (2021)
Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola, Nikitas Stamatopoulos, Stefan Woerner, William J. Zeng
A Threshold for Quantum Advantage in Derivative Pricing. Quantum 5 (2021)
Daniel J. Egger, Ricardo García Gutiérrez, Jordi Cahué Mestre, Stefan Woerner
Credit Risk Analysis Using Quantum Computers. IEEE Trans. Computers 70 (12) (2021)
Austin Gilliam, Stefan Woerner, Constantin Gonciulea
Grover Adaptive Search for Constrained Polynomial Binary Optimization. Quantum 5 (2021)
Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner
Effective dimension of machine learning models. CoRR (2021)
Daniel J. Egger, Jakub Marecek, Stefan Woerner
Warm-starting quantum optimization. Quantum 5 (2021)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. Nat. Comput. Sci. 1 (6) (2021)
David Sutter, Giacomo Nannicini, Tobias Sutter, Stefan Woerner
Quantum Legendre-Fenchel Transform. CoRR (2020)
Panagiotis Kl. Barkoutsos, Giacomo Nannicini, Anton Robert, Ivano Tavernelli, Stefan Woerner
Improving Variational Quantum Optimization using CVaR. Quantum 4 (2020)
Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola, Nikitas Stamatopoulos, Stefan Woerner, William J. Zeng
A Threshold for Quantum Advantage in Derivative Pricing. CoRR (2020)
Nikitas Stamatopoulos, Daniel J. Egger, Yue Sun, Christa Zoufal, Raban Iten, Ning Shen, Stefan Woerner
Option Pricing using Quantum Computers. Quantum 4 (2020)
Julien Gacon, Christa Zoufal, Stefan Woerner
Quantum-Enhanced Simulation-Based Optimization. QCE (2020)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. CoRR (2020)
Fabian L. Mueller, Stefan Woerner, John Lygeros
Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid. IEEE Trans. Smart Grid 10 (5) (2019)
Austin Gilliam, Stefan Woerner, Constantin Gonciulea
Grover Adaptive Search for Constrained Polynomial Binary Optimization. CoRR (2019)
Raban Iten, David Sutter, Stefan Woerner
Efficient template matching in quantum circuits. CoRR (2019)
Fabian L. Müller, Stefan Woerner, John Lygeros
Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid. CoRR (2018)
Fabian L. Müller, Stefan Woerner, John Lygeros
Ramp-Rate-Constrained Bidding of Energy and Frequency Reserves in Real Market Settings. CoRR (2018)