Stefan Woerner

41 papers A* 1Misc 3Journal 37

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Quantum approximate multi-objective optimization. Nat. Comput. Sci. Ayse Kotil, Elijah Pelofske, Stephanie Riedmüller, Daniel J. Egger, Stephan J. Eidenbenz, Thorsten Koch, Stefan Woerner
2024	J	`jnl`	Bonus or Penalty? Designing Service-Level Agreements for a Decentralized Supply Chain: The Implication of Return on Investment. IEEE Trans. Engineering Management Stefan Woerner, Stephan M. Wagner, Yueshan Chu, Marco Laumanns
2024	J	`jnl`	Provable bounds for noise-free expectation values computed from noisy samples. Nat. Comput. Sci. Samantha V. Barron, Daniel J. Egger, Elijah Pelofske, Andreas Bärtschi, Stephan J. Eidenbenz, Matthis Lehmkuehler, Stefan Woerner
2024	A*	`conf`	Quantum Theory and Application of Contextual Optimal Transport. ICML 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
2024	J	`jnl`	Quantum Theory and Application of Contextual Optimal Transport. CoRR 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
2024	J	`jnl`	The complexity of quantum support vector machines. Quantum Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
2024	J	`jnl`	Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits. Quantum Alistair Letcher, Stefan Woerner, Christa Zoufal
2023	J	`jnl`	Provable bounds for noise-free expectation values computed from noisy samples. CoRR Samantha V. Barron, Daniel J. Egger, Elijah Pelofske, Andreas Bärtschi, Stephan J. Eidenbenz, Matthis Lehmkuehler, Stefan Woerner
2023	Misc	`conf`	Quantum Kernel Alignment with Stochastic Gradient Descent. QCE Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
2023	J	`jnl`	Quantum Kernel Alignment with Stochastic Gradient Descent. CoRR Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
2023	Misc	`conf`	Stochastic Approximation of Variational Quantum Imaginary Time Evolution. QCE Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner
2023	J	`jnl`	Variational quantum algorithm for unconstrained black box binary optimization: Application to feature selection. Quantum Christa Zoufal, Ryan V. Mishmash, Nitin Sharma, Niraj Kumar, Aashish Sheshadri, Amol Deshmukh, Noelle Ibrahim, Julien Gacon, Stefan Woerner
2023	J	`jnl`	Well-conditioned multi-product formulas for hardware-friendly Hamiltonian simulation. Quantum Almudena Carrera Vazquez, Daniel J. Egger, David Ochsner, Stefan Woerner
2022	J	`jnl`	A variational quantum algorithm for the Feynman-Kac formula. Quantum Hedayat Alghassi, Amol Deshmukh, Noelle Ibrahim, Nicolas Robles, Stefan Woerner, Christa Zoufal
2022	J	`jnl`	Enhancing the Quantum Linear Systems Algorithm Using Richardson Extrapolation. ACM Trans. Quantum Comput. Almudena Carrera Vazquez, Ralf Hiptmair, Stefan Woerner
2022	J	`jnl`	Exact and Practical Pattern Matching for Quantum Circuit Optimization. ACM Trans. Quantum Comput. Raban Iten, Romain Moyard, Tony Metger, David Sutter, Stefan Woerner
2022	J	`jnl`	Scaling of the quantum approximate optimization algorithm on superconducting qubit based hardware. Quantum Johannes Weidenfeller, Lucia C. Valor, Julien Gacon, Caroline Tornow, Luciano Bello, Stefan Woerner, Daniel J. Egger
2022	J	`jnl`	The complexity of quantum support vector machines. CoRR Gian Gentinetta, Arne Thomsen, David Sutter, Stefan Woerner
2022	J	`jnl`	Towards Quantum Advantage in Financial Market Risk using Quantum Gradient Algorithms. Quantum Nikitas Stamatopoulos, Guglielmo Mazzola, Stefan Woerner, William J. Zeng
2021	J	`jnl`	A Threshold for Quantum Advantage in Derivative Pricing. Quantum Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola, Nikitas Stamatopoulos, Stefan Woerner, William J. Zeng
2021	J	`jnl`	Credit Risk Analysis Using Quantum Computers. IEEE Trans. Computers Daniel J. Egger, Ricardo García Gutiérrez, Jordi Cahué Mestre, Stefan Woerner
2021	J	`jnl`	Effective dimension of machine learning models. CoRR Amira Abbas, David Sutter, Alessio Figalli, Stefan Woerner
2021	J	`jnl`	Grover Adaptive Search for Constrained Polynomial Binary Optimization. Quantum Austin Gilliam, Stefan Woerner, Constantin Gonciulea
2021	J	`jnl`	Simultaneous Perturbation Stochastic Approximation of the Quantum Fisher Information. Quantum Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner
2021	J	`jnl`	The power of quantum neural networks. Nat. Comput. Sci. Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
2021	J	`jnl`	Variational quantum Boltzmann machines. Quantum Mach. Intell. Christa Zoufal, Aurélien Lucchi, Stefan Woerner
2021	J	`jnl`	Warm-starting quantum optimization. Quantum Daniel J. Egger, Jakub Marecek, Stefan Woerner
2020	J	`jnl`	A Threshold for Quantum Advantage in Derivative Pricing. CoRR Shouvanik Chakrabarti, Rajiv Krishnakumar, Guglielmo Mazzola, Nikitas Stamatopoulos, Stefan Woerner, William J. Zeng
2020	J	`jnl`	Improving Variational Quantum Optimization using CVaR. Quantum Panagiotis Kl. Barkoutsos, Giacomo Nannicini, Anton Robert, Ivano Tavernelli, Stefan Woerner
2020	J	`jnl`	Option Pricing using Quantum Computers. Quantum Nikitas Stamatopoulos, Daniel J. Egger, Yue Sun, Christa Zoufal, Raban Iten, Ning Shen, Stefan Woerner
2020	J	`jnl`	Quantum Legendre-Fenchel Transform. CoRR David Sutter, Giacomo Nannicini, Tobias Sutter, Stefan Woerner
2020	Misc	`conf`	Quantum-Enhanced Simulation-Based Optimization. QCE Julien Gacon, Christa Zoufal, Stefan Woerner
2020	J	`jnl`	The power of quantum neural networks. CoRR Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
2019	J	`jnl`	Efficient template matching in quantum circuits. CoRR Raban Iten, David Sutter, Stefan Woerner
2019	J	`jnl`	Grover Adaptive Search for Constrained Polynomial Binary Optimization. CoRR Austin Gilliam, Stefan Woerner, Constantin Gonciulea
2019	J	`jnl`	Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid. IEEE Trans. Smart Grid Fabian L. Mueller, Stefan Woerner, John Lygeros
2018	J	`jnl`	Joint optimisation of capacity and safety stock allocation. Int. J. Prod. Res. Stefan Woerner, Marco Laumanns, Stephan M. Wagner
2018	J	`jnl`	Ramp-Rate-Constrained Bidding of Energy and Frequency Reserves in Real Market Settings. CoRR Fabian L. Müller, Stefan Woerner, John Lygeros
2018	J	`jnl`	Simulation-Based Optimization of Capacitated Assembly Systems under Beta-Service Level Constraints. Decis. Sci. Stefan Woerner, Marco Laumanns, Stephan M. Wagner
2018	J	`jnl`	Unlocking the Potential of Flexible Energy Resources to Help Balance the Power Grid. CoRR Fabian L. Müller, Stefan Woerner, John Lygeros
2015	J	`jnl`	Approximate dynamic programming for stochastic linear control problems on compact state spaces. Eur. J. Oper. Res. Stefan Woerner, Marco Laumanns, Rico Zenklusen, Apostolos Fertis