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ORCIDChrista Zoufal
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- affiliation: IBM Research, Zurich, Switzerland
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2020 – today
- 2024
[j8]Nico Piatkowski, Christa Zoufal:
Quantum circuits for discrete graphical models. Quantum Mach. Intell. 6(2): 37 (2024)- [j7]Alistair Letcher, Stefan Woerner
, Christa Zoufal:
Tight and Efficient Gradient Bounds for Parameterized Quantum Circuits. Quantum 8: 1484 (2024) - [c5]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. ICML 2024: 34822-34845 - [i3]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 abs/2402.14991 (2024) - 2023
- [j6]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: 909 (2023) - [c4]Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner:
Stochastic Approximation of Variational Quantum Imaginary Time Evolution. QCE 2023: 129-139 - [c3]Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner:
Quantum Kernel Alignment with Stochastic Gradient Descent. QCE 2023: 256-262 - [c2]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: 331-341 - [i2]Gian Gentinetta, David Sutter, Christa Zoufal, Bryce Fuller, Stefan Woerner:
Quantum Kernel Alignment with Stochastic Gradient Descent. CoRR abs/2304.09899 (2023) - 2022
- [j5]Hedayat Alghassi, Amol Deshmukh, Noelle Ibrahim, Nicolas Robles, Stefan Woerner, Christa Zoufal:
A variational quantum algorithm for the Feynman-Kac formula. Quantum 6: 730 (2022) - 2021
- [b1]Christa Zoufal:
Generative Quantum Machine Learning. ETH Zurich, Zürich, Switzerland, 2021 - [j4]Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner:
The power of quantum neural networks. Nat. Comput. Sci. 1(6): 403-409 (2021) - [j3]Christa Zoufal, Aurélien Lucchi, Stefan Woerner:
Variational quantum Boltzmann machines. Quantum Mach. Intell. 3(1): 1-15 (2021) - [j2]Julien Gacon, Christa Zoufal, Giuseppe Carleo, Stefan Woerner:
Simultaneous Perturbation Stochastic Approximation of the Quantum Fisher Information. Quantum 5: 567 (2021) - 2020
- [j1]Nikitas Stamatopoulos, Daniel J. Egger, Yue Sun, Christa Zoufal, Raban Iten, Ning Shen, Stefan Woerner:
Option Pricing using Quantum Computers. Quantum 4: 291 (2020) - [c1]Julien Gacon, Christa Zoufal, Stefan Woerner:
Quantum-Enhanced Simulation-Based Optimization. QCE 2020: 47-55 - [i1]Amira Abbas, David Sutter, Christa Zoufal, Aurélien Lucchi, Alessio Figalli, Stefan Woerner:
The power of quantum neural networks. CoRR abs/2011.00027 (2020)
Coauthor Index
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