Christa Zoufal

17 papers A* 1Misc 4Journal 11
YearRankTypeTitle / Venue / Authors
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
Quantum circuits for discrete graphical models.
Quantum Mach. Intell.
Nico Piatkowski, Christa Zoufal
2024 J jnl
Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits.
Quantum
Alistair Letcher, Stefan Woerner, Christa Zoufal
2023 Misc conf
Quantum Generative Adversarial Networks For Anomaly Detection In High Energy Physics.
QCE
Elie Bermot, Christa Zoufal, Michele Grossi, Julian Schuhmacher, Francesco Tacchino, Sofia Vallecorsa, Ivano Tavernelli
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
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
2021 — —
Generative Quantum Machine Learning.
Christa Zoufal
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
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 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