117 citations · 522 across the 12 of their papers we have counts for
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quant-ph2023★ 2 cited
Tensor Network Based Efficient Quantum Data Loading of Images
Jason Iaconis, Sonika Johri
Image-based data is a popular arena for testing quantum machine learning algorithms. A crucial factor in realizing quantum advantage for these applications is the ability to effici…
quant-ph2023★ 36 cited
Quantum State Preparation of Normal Distributions using Matrix Product States
Jason Iaconis, Sonika Johri, Elton Yechao Zhu
State preparation is a necessary component of many quantum algorithms. In this work, we combine a method for efficiently representing smooth differentiable probability distribution…