Quantum computing for ML

2024-12-17 — 2024-12-17

compsci
physics
quantum
statmech

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Does quantum computing offer speedups to machine learning? When?

Figure 1: Instrumenting Schrödinger’s cat.

1 Incoming

2 References

Arute, Arya, Babbush, et al. 2019. “Quantum Supremacy Using a Programmable Superconducting Processor.” Nature.
Bernstein. 2009. “Introduction to Post-Quantum Cryptography.” In Post-Quantum Cryptography.
de Wolf. 2017. “The Potential Impact of Quantum Computers on Society.” arXiv:1712.05380 [Quant-Ph].
Montanaro. 2016. “Quantum Algorithms: An Overview.” Npj Quantum Information.
Preskill. 2018. “Quantum Computing in the NISQ Era and Beyond.” arXiv:1801.00862 [Cond-Mat, Physics:quant-Ph].
Wang, Qin, Ding, et al. 2019. “Boson Sampling with 20 Input Photons in 60-Mode Interferometers at \(10^{14}\) State Spaces.” arXiv:1910.09930 [Cond-Mat, Physics:physics, Physics:quant-Ph].