Pub Date : 2021-08-10DOI: 10.1007/s42484-022-00068-y
Nicola Dalla Pozza, L. Buffoni, Stefano Martina, F. Caruso
{"title":"Quantum reinforcement learning: the maze problem","authors":"Nicola Dalla Pozza, L. Buffoni, Stefano Martina, F. Caruso","doi":"10.1007/s42484-022-00068-y","DOIUrl":"https://doi.org/10.1007/s42484-022-00068-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46003461","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 : 2021-07-15DOI: 10.1007/s42484-023-00100-9
J. Stokes, Saibal De, S. Veerapaneni, Giuseppe Carleo
{"title":"Continuous-variable neural network quantum states and the quantum rotor model","authors":"J. Stokes, Saibal De, S. Veerapaneni, Giuseppe Carleo","doi":"10.1007/s42484-023-00100-9","DOIUrl":"https://doi.org/10.1007/s42484-023-00100-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47193815","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 : 2021-07-13DOI: 10.1007/s42484-022-00069-x
Ryan LaRose, E. Rieffel, D. Venturelli
{"title":"Mixer-phaser Ansätze for quantum optimization with hard constraints","authors":"Ryan LaRose, E. Rieffel, D. Venturelli","doi":"10.1007/s42484-022-00069-x","DOIUrl":"https://doi.org/10.1007/s42484-022-00069-x","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42942143","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 : 2021-07-08DOI: 10.1007/s42484-022-00065-1
M. G. D. Andoin, J. Echanobe
{"title":"Implementable hybrid quantum ant colony optimization algorithm","authors":"M. G. D. Andoin, J. Echanobe","doi":"10.1007/s42484-022-00065-1","DOIUrl":"https://doi.org/10.1007/s42484-022-00065-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43512919","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 : 2021-05-05DOI: 10.1007/s42484-021-00043-z
Matthias C. Caro
{"title":"Binary classification with classical instances and quantum labels","authors":"Matthias C. Caro","doi":"10.1007/s42484-021-00043-z","DOIUrl":"https://doi.org/10.1007/s42484-021-00043-z","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-021-00043-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52709280","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 : 2021-04-19DOI: 10.1007/s42484-022-00076-y
Armando Bellante, Alessandro Luongo, S. Zanero
{"title":"Quantum algorithms for SVD-based data representation and analysis","authors":"Armando Bellante, Alessandro Luongo, S. Zanero","doi":"10.1007/s42484-022-00076-y","DOIUrl":"https://doi.org/10.1007/s42484-022-00076-y","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42841551","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 : 2021-02-17DOI: 10.1007/s42484-020-00032-8
Gaweł I. Kuś, Sybrand van der Zwaag, M. Bessa
{"title":"Sparse quantum Gaussian processes to counter the curse of dimensionality","authors":"Gaweł I. Kuś, Sybrand van der Zwaag, M. Bessa","doi":"10.1007/s42484-020-00032-8","DOIUrl":"https://doi.org/10.1007/s42484-020-00032-8","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"12 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00032-8","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"52709089","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 : 2021-02-09DOI: 10.1007/s42484-020-00035-5
R. Mengoni, Massimiliano Incudini, A. D. Pierro
{"title":"Facial expression recognition on a quantum computer","authors":"R. Mengoni, Massimiliano Incudini, A. D. Pierro","doi":"10.1007/s42484-020-00035-5","DOIUrl":"https://doi.org/10.1007/s42484-020-00035-5","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"3 1","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s42484-020-00035-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41369279","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 : 2021-02-08DOI: 10.1007/s42484-022-00079-9
F. A. Gonz'alez, Joseph A. Gallego-Mejia, Santiago Toledo-Cortés, Vladimir Vargas-Calder'on
{"title":"Learning with density matrices and random features","authors":"F. A. Gonz'alez, Joseph A. Gallego-Mejia, Santiago Toledo-Cortés, Vladimir Vargas-Calder'on","doi":"10.1007/s42484-022-00079-9","DOIUrl":"https://doi.org/10.1007/s42484-022-00079-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2021-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49353136","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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