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quant-ph2023
QArchSearch: A Scalable Quantum Architecture Search Package
Ankit Kulshrestha, Danylo Lykov, Ilya Safro +1
The current era of quantum computing has yielded several algorithms that promise high computational efficiency. While the algorithms are sound in theory and can provide potentially…
quant-ph2023★ 1 cited
Learning To Optimize Quantum Neural Network Without Gradients
Ankit Kulshrestha, Xiaoyuan Liu, Hayato Ushijima-Mwesigwa +1
Quantum Machine Learning is an emerging sub-field in machine learning where one of the goals is to perform pattern recognition tasks by encoding data into quantum states. This exte…