Samson Wang

Publication Activity (10 Years)

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

Top Topics

Learning Models

Error Correction

Top Venues

Quantum Mach. Intell.

Publications

Samson Wang, Piotr Czarnik, Andrew Arrasmith, Marco Cerezo, Lukasz Cincio, Patrick J. Coles
Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms? Quantum 8 (2024)
Martin Larocca, Supanut Thanasilp, Samson Wang, Kunal Sharma, Jacob D. Biamonte, Patrick J. Coles, Lukasz Cincio, Jarrod R. McClean, Zoë Holmes, Marco Cerezo
A Review of Barren Plateaus in Variational Quantum Computing. CoRR (2024)
Samson Wang, Sam McArdle, Mario Berta
Qubit-Efficient Randomized Quantum Algorithms for Linear Algebra. CoRR (2023)
Daniel Bultrini, Samson Wang, Piotr Czarnik, Max Hunter Gordon, Marco Cerezo, Patrick J. Coles, Lukasz Cincio
The battle of clean and dirty qubits in the era of partial error correction. Quantum 7 (2023)
Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, Marco Cerezo
Subtleties in the trainability of quantum machine learning models. Quantum Mach. Intell. 5 (1) (2023)
Supanut Thanasilp, Samson Wang, Marco Cerezo, Zoë Holmes
Exponential concentration and untrainability in quantum kernel methods. CoRR (2022)
Supanut Thanasilp, Samson Wang, Nhat A. Nghiem, Patrick J. Coles, Marco Cerezo
Subtleties in the trainability of quantum machine learning models. CoRR (2021)
Samson Wang, Piotr Czarnik, Andrew Arrasmith, M. Cerezo, Lukasz Cincio, Patrick J. Coles
Can Error Mitigation Improve Trainability of Noisy Variational Quantum Algorithms? CoRR (2021)
Samson Wang, Enrico Fontana, Marco Cerezo, Kunal Sharma, Akira Sone, Lukasz Cincio, Patrick J. Coles
Noise-Induced Barren Plateaus in Variational Quantum Algorithms. CoRR (2020)
Arthur Pesah, M. Cerezo, Samson Wang, Tyler Volkoff, Andrew T. Sornborger, Patrick J. Coles
Absence of Barren Plateaus in Quantum Convolutional Neural Networks. CoRR (2020)