Christa Zoufal

According to our database, Christa Zoufal authored at least 14 papers between 2020 and 2024.

Collaborative distances:

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

2024

Quantum circuits for discrete graphical models.

Nico Piatkowski, Christa Zoufal

Quantum Mach. Intell., December, 2024

Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits.

Alistair Letcher, Stefan Woerner, Christa Zoufal

Quantum, 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

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

Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics.

Elie Bermot, Christa Zoufal, Michele Grossi, Julian Schuhmacher, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli

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

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

Generative Quantum Machine Learning.

Christa Zoufal

PhD thesis, 2021

Simultaneous Perturbation Stochastic Approximation of the Quantum Fisher Information.

Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner

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

2020

Option Pricing using Quantum Computers.

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

Quantum, 2020

Quantum-Enhanced Simulation-Based Optimization.

Julien Gacon, Christa Zoufal, Stefan Woerner

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