Search Results for author: Aaron Barbosa

Found 2 papers, 0 papers with code

Learning to rank quantum circuits for hardware-optimized performance enhancement

no code implementations9 Apr 2024 Gavin S. Hartnett, Aaron Barbosa, Pranav S. Mundada, Michael Hush, Michael J. Biercuk, Yuval Baum

We introduce and experimentally test a machine-learning-based method for ranking logically equivalent quantum circuits based on expected performance estimates derived from a training procedure conducted on real hardware.

Learning-To-Rank

Optimizing embedding-related quantum annealing parameters for reducing hardware bias

no code implementations2 Nov 2020 Aaron Barbosa, Elijah Pelofske, Georg Hahn, Hristo N. Djidjev

One way to deal with these imperfections and to improve the quality of the annealing results is to apply a variety of pre-processing techniques such as spin reversal (SR), anneal offsets (AO), or chain weights (CW).

graph partitioning

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