Quantum Science and Technology

Parameterized quantum circuits as machine learning models

2019 · 1K citations · Full text

Computing, Computer Science, Physics +15

Quantum optimization using variational algorithms on near-term quantum devices

2018 · 634 citations · Full text

Computing, Chemistry, Physics +17

Quantum autoencoders for efficient compression of quantum data

2017 · 501 citations · Full text

Computing, Computer Science, Physics +17

t|ket⟩: a retargetable compiler for NISQ devices

2020 · 386 citations · Full text

Computing, Computer Engineering, Computer Science +17

Towards quantum machine learning with tensor networks

2018 · 301 citations · Full text

Computing, Computer Science, Machine Learning +12