Quantum Machine Learning

521 papers for year 2024

Showing 517-521 of 521

What is my quantum computer good for? Quantum capability learning with physics-aware neural networks

Daniel Hothem, Ashe Miller, Timothy Proctor

2024 arXiv arXiv preprint

When Quantum and Classical Models Disagree: Learning Beyond Minimum Norm Least Square

Slimane Thabet, Léo Monbroussou, Eliott Z. Mamon, Jonas Landman

2024 arXiv arXiv preprint

Why Teach Quantum In Your Own Time: The Values of Grassroots Organizations Involved in Quantum Technologies Education and Outreach

Ulrike Genenz, Neelanjana Anne, Zeynep Kılıç, Daniel Mathews, Oya Ok, Adrian Schmidt, Zeki Can Seskir

2024 arXiv arXiv preprint

Women for Quantum -- Manifesto of Values

Almut Beige, Ana Predojević, Anja Metelmann, Anna Sanpera, Chiara Macchiavello, Christiane P. Koch, Christine Silberhorn, Costanza Toninelli, Dagmar Bruß, Elisa Ercolessi, Elisabetta Paladino, Francesca Ferlaino, Giulia Ferrini, Gloria Platero, Ivette Fuentes, Kae Nemoto, Leticia Tarruell, Maria Bondani, Marilu Chiofalo, Marisa Pons, Milena D'Angelo, Mio Murao, Nicole Fabbri, Paola Verrucchi, Pascale Senellart-Mardon, Roberta Citro, Roberta Zambrini, Rosario González-Férez, Sabrina Maniscalco, Susana Huelga, Tanja Mehlstäubler, Valentina Parigi, Verónica Ahufinger

2024 arXiv arXiv preprint

ℤ<sub>2</sub> × ℤ<sub>2</sub> Equivariant Quantum Neural Networks: Benchmarking against Classical Neural Networks

Zhongtian Dong, Marçal Comajoan Cara, Gopal Ramesh Dahale, Roy T. Forestano, Sergei Gleyzer, Daniel Justice, Kyoungchul Kong, Tom Magorsch, Konstantin T. Matchev, Katia Matcheva, Eyup B. Unlu

2024 DOAJ Axioms