Support Vector Machine on Tuan Pham's homepage

Support Vector Machine on Tuan Pham's homepagehttps://tuanmp.github.io/tags/support-vector-machine/Recent content in Support Vector Machine on Tuan Pham's homepageHugo -- 0.128.0enWed, 08 Sep 2021 00:00:00 +0000Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHChttps://tuanmp.github.io/papers/paper2/Wed, 08 Sep 2021 00:00:00 +0000https://tuanmp.github.io/papers/paper2/We studied a support vector machine with a quantum kernel estimator (SQVM-Kernel) for classification of proton-proton final states, targeting the Higgs boson production associated with a pair of top quarks. Using a dataset of 50000 events, we demonstrated the evquivalent performance of the quantum algorithm compared to the classical counterparts.