M. S. Kim

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 8

Top Topics

Measurement Noise

Machine Learning

Top Venues

Mach. Learn. Sci. Technol.

Publications

Tobias Haug, Chris N. Self, M. S. Kim
Quantum machine learning of large datasets using randomized measurements. Mach. Learn. Sci. Technol. 4 (1) (2023)
Tobias Haug, M. S. Kim
Generalization with quantum geometry for learning unitaries. CoRR (2023)
Alistair W. R. Smith, A. J. Paige, M. S. Kim
Faster variational quantum algorithms with quantum kernel-based surrogate models. CoRR (2022)
Tobias Haug, Kishor Bharti, M. S. Kim
Capacity and quantum geometry of parametrized quantum circuits. CoRR (2021)
Seok Hyung Lie, Hyukjoon Kwon, M. S. Kim, Hyunseok Jeong
Quantum one-time tables for unconditionally secure qubit-commitment. Quantum 5 (2021)
Tobias Haug, M. S. Kim
Optimal training of variational quantum algorithms without barren plateaus. CoRR (2021)
Tobias Haug, Chris N. Self, M. S. Kim
Large-scale quantum machine learning. CoRR (2021)
Alistair W. R. Smith, Johnnie Gray, M. S. Kim
Efficient Approximate Quantum State Tomography with Basis Dependent Neural-Networks. CoRR (2020)
Carlo Di Franco, Mauro Paternostro, M. S. Kim
Bypassing State Initialisation in Perfect State Transfer Protocols on Spin-Chains. TQC (2010)
Hyunseok Jeong, M. S. Kim
Purification of entangled coherent states. Quantum Inf. Comput. 2 (3) (2002)