159 citations · 2.4k across the 94 of their papers we have counts for
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quant-ph2021★ 8 cited
Lossy compression of statistical data using quantum annealer
Boram Yoon, Nga T. T. Nguyen, Chia Cheng Chang +1
We present a new lossy compression algorithm for statistical floating-point data through a representation learning with binary variables. The algorithm finds a set of basis vectors…
quant-ph2019★ 8 cited
A regression algorithm for accelerated lattice QCD that exploits sparse inference on the D-Wave quantum annealer
Nga T. T. Nguyen, Garrett T. Kenyon, Boram Yoon
We propose a regression algorithm that utilizes a learned dictionary optimized for sparse inference on a D-Wave quantum annealer. In this regression algorithm, we concatenate the i…