Christa Zoufal

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Fisher Information

Quantum Computation

Boltzmann Machines

Top Venues

Quantum Mach. Intell.

Publications

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)
Nico Piatkowski, Christa Zoufal
Quantum circuits for discrete graphical models. Quantum Mach. Intell. 6 (2) (2024)
Elie Bermot, Christa Zoufal, Michele Grossi, Julian Schuhmacher, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli
Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics. QCE (2023)
Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner
Quantum Kernel Alignment with Stochastic Gradient Descent. QCE (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)
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)
Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner
The power of quantum neural networks. Nat. Comput. Sci. 1 (6) (2021)
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)