565 citations · 855 across the 26 of their papers we have counts for
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quant-ph2019★ 13 cited
A quantum active learning algorithm for sampling against adversarial attacks
P. A. M. Casares, M. A. Martin-Delgado
Adversarial attacks represent a serious menace for learning algorithms and may compromise the security of future autonomous systems. A theorem by Khoury and Hadfield-Menell (KH), p…
quant-ph2019★ 15 cited
A Quantum Interior-Point Predictor-Corrector Algorithm for Linear Programming
P. A. M. Casares, M. A. Martin-Delgado
We introduce a new quantum optimization algorithm for dense Linear Programming problems, which can be seen as the quantization of the Interior Point Predictor-Corrector algorithm \…