research
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06/22/2023
Towards quantum enhanced adversarial robustness in machine learning
Machine learning algorithms are powerful tools for data driven tasks suc...
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02/22/2023
GASP – A Genetic Algorithm for State Preparation
The efficient preparation of quantum states is an important step in the ...
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11/23/2022
Benchmarking Adversarially Robust Quantum Machine Learning at Scale
Machine learning (ML) methods such as artificial neural networks are rap...
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10/05/2022
A kernel-based quantum random forest for improved classification
The emergence of Quantum Machine Learning (QML) to enhance traditional c...
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07/01/2022
Automated Quantum Circuit Design with Nested Monte Carlo Tree Search
Quantum algorithms based on variational approaches are one of the most p...
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10/12/2021