Pub Date : 2022-03-28DOI: 10.1007/s42484-022-00074-0
Vladimir Vargas-Calder'on, Fabio A. Gonz'alez, H. Vinck-Posada
{"title":"Optimisation-free density estimation and classification with quantum circuits","authors":"Vladimir Vargas-Calder'on, Fabio A. Gonz'alez, H. Vinck-Posada","doi":"10.1007/s42484-022-00074-0","DOIUrl":"https://doi.org/10.1007/s42484-022-00074-0","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45581595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-03-24DOI: 10.1007/s42484-023-00099-z
Sascha Mucke, R. Heese, Sabine Muller, M. Wolter, N. Piatkowski
{"title":"Feature selection on quantum computers","authors":"Sascha Mucke, R. Heese, Sabine Muller, M. Wolter, N. Piatkowski","doi":"10.1007/s42484-023-00099-z","DOIUrl":"https://doi.org/10.1007/s42484-023-00099-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42315976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-03-22DOI: 10.1007/s42484-022-00071-3
Alexander Geng, A. Moghiseh, C. Redenbach, K. Schladitz
{"title":"A hybrid quantum image edge detector for the NISQ era","authors":"Alexander Geng, A. Moghiseh, C. Redenbach, K. Schladitz","doi":"10.1007/s42484-022-00071-3","DOIUrl":"https://doi.org/10.1007/s42484-022-00071-3","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45284756","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-03-20DOI: 10.1007/s42484-023-00101-8
André Sequeira, L. Santos, L. S. Barbosa
{"title":"Policy gradients using variational quantum circuits","authors":"André Sequeira, L. Santos, L. S. Barbosa","doi":"10.1007/s42484-023-00101-8","DOIUrl":"https://doi.org/10.1007/s42484-023-00101-8","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45428949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-03-04DOI: 10.1007/s42484-022-00092-y
Jure Brence, D. Mihailovic, V. Kabanov, L. Todorovski, S. Džeroski, Jaka Vodeb
{"title":"Boosting the performance of quantum annealers using machine learning","authors":"Jure Brence, D. Mihailovic, V. Kabanov, L. Todorovski, S. Džeroski, Jaka Vodeb","doi":"10.1007/s42484-022-00092-y","DOIUrl":"https://doi.org/10.1007/s42484-022-00092-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":"1-11"},"PeriodicalIF":4.8,"publicationDate":"2022-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47526612","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-02-28DOI: 10.1007/s42484-023-00120-5
H. T. Dinani, Diego Tancara, F. Fanchini, A. Norambuena, R. Coto
{"title":"Estimating the degree of non-Markovianity using variational quantum circuits","authors":"H. T. Dinani, Diego Tancara, F. Fanchini, A. Norambuena, R. Coto","doi":"10.1007/s42484-023-00120-5","DOIUrl":"https://doi.org/10.1007/s42484-023-00120-5","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-02-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42599238","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2022-02-10DOI: 10.1007/s42484-021-00061-x
Tak Hur, Leeseok Kim, D. Park
{"title":"Quantum convolutional neural network for classical data classification","authors":"Tak Hur, Leeseok Kim, D. Park","doi":"10.1007/s42484-021-00061-x","DOIUrl":"https://doi.org/10.1007/s42484-021-00061-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42348020","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2021-12-23DOI: 10.1007/s42484-022-00072-2
M. Rossi, Luca Asproni, D. Caputo, S. Rossi, Alice Cusinato, Remo Marini, Andrea Agosti, Marco Magagnini
{"title":"Using Shor’s algorithm on near term Quantum computers: a reduced version","authors":"M. Rossi, Luca Asproni, D. Caputo, S. Rossi, Alice Cusinato, Remo Marini, Andrea Agosti, Marco Magagnini","doi":"10.1007/s42484-022-00072-2","DOIUrl":"https://doi.org/10.1007/s42484-022-00072-2","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43570171","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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