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Conference and Workshop Papers
- 2023
[c1]Atiyo Ghosh, Antonio Andrea Gentile, Mario Dagrada, Chul Lee, Seong-Hyok Sean Kim, Hyukgeun Cha, Yunjun Choi, Dongho Kim, Jeong-Il Kye, Vincent Emanuel Elfving:
Harmonic Neural Networks. ICML 2023: 11340-11359
Informal and Other Publications
- 2024
- [i10]Dominik Seitz, Niklas Heim, João P. Moutinho, Roland Guichard, Vytautas Abramavicius, Aleksander Wennersteen, Gert-Jan Both, Anton Quelle, Caroline de Groot, Gergana V. Velikova, Vincent E. Elfving, Mario Dagrada:
Qadence: a differentiable interface for digital-analog programs. CoRR abs/2401.09915 (2024) - [i9]Chukwudubem Umeano, Vincent E. Elfving, Oleksandr Kyriienko:
Geometric quantum machine learning of BQPA protocols and latent graph classifiers. CoRR abs/2402.03871 (2024) - 2023
- [i8]Chukwudubem Umeano, Annie E. Paine, Vincent E. Elfving, Oleksandr Kyriienko:
What can we learn from quantum convolutional neural networks? CoRR abs/2308.16664 (2023) - [i7]Ben Jaderberg, Antonio A. Gentile, Youssef Achari Berrada, Elvira Shishenina, Vincent E. Elfving:
Let Quantum Neural Networks Choose Their Own Frequencies. CoRR abs/2309.03279 (2023) - 2022
- [i6]Savvas Varsamopoulos, Evan Philip
, Herman W. T. van Vlijmen, Sairam Menon, Ann Vos, Natalia Dyubankova, Bert Torfs, Anthony Rowe, Vincent E. Elfving:
Quantum Extremal Learning. CoRR abs/2205.02807 (2022) - [i5]Niraj Kumar, Evan Philip, Vincent E. Elfving:
Integral Transforms in a Physics-Informed (Quantum) Neural Network setting: Applications & Use-Cases. CoRR abs/2206.14184 (2022) - [i4]Lucas Leclerc, Luis Ortiz-Guitierrez, Sebastián Grijalva, Boris Albrecht, Julia R. K. Cline, Vincent E. Elfving, Adrien Signoles, Loïc Henriet, Gianni Del Bimbo, Usman Ayub Sheikh, Maitree Shah, Luc Andrea, Faysal Ishtiaq, Andoni Duarte, Samuel Mugel, Irene Caceres, Michel Kurek, Roman Orus, Achraf Seddik, Oumaima Hammammi, Hacene Isselnane, Didier M'tamon:
Financial Risk Management on a Neutral Atom Quantum Processor. CoRR abs/2212.03223 (2022) - [i3]Atiyo Ghosh, Antonio A. Gentile, Mario Dagrada, Chul Lee, Seong-Hyok Sean Kim, Hyukgeun Cha, Yunjun Choi, Brad Kim, Jeong-Il Kye, Vincent E. Elfving:
Harmonic (Quantum) Neural Networks. CoRR abs/2212.07462 (2022) - 2021
- [i2]Niklas Heim, Atiyo Ghosh, Oleksandr Kyriienko, Vincent E. Elfving:
Quantum Model-Discovery. CoRR abs/2111.06376 (2021) - 2020
- [i1]Ajinkya Borle, Vincent E. Elfving, Samuel J. Lomonaco:
Quantum Approximate Optimization for Hard Problems in Linear Algebra. CoRR abs/2006.15438 (2020)
Coauthor Index
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