Sharma, Kunal

Noise-Induced Barren Plateaus in Variational Quantum Algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2020) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 791

Noise-induced barren plateaus in variational quantum algorithms

Wang, S., Fontana, E., Cerezo, M., Sharma, K., Sone, A., Cincio, L., & Coles, P. J. (2021) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 773

Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus

Holmes, Z., Sharma, K., Cerezo, M., & Coles, P. J. (2022) · PRX Quantum

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 570

Generalization in quantum machine learning from few training data

Caro, M. C., Huang, H.-Y., Cerezo, M., Sharma, K., Sornborger, A., Cincio, L., & Coles, P. J. (2022) · Nature Communications

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 476

Noise resilience of variational quantum compiling

Sharma, K., Khatri, S., Cerezo, M., & Coles, P. J. (2020) · New Journal of Physics

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 196