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Classical splitting of parametrized quantum circuits 参数化量子电路的经典分裂
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-06-20 DOI: 10.1007/s42484-023-00118-z
Cenk Tüysüz, Giuseppe Clemente, A. Crippa, T. Hartung, S. Kuhn, K. Jansen
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引用次数: 5
Overfitting in quantum machine learning and entangling dropout 量子机器学习中的过拟合与纠缠辍学
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-05-23 DOI: 10.1007/s42484-022-00087-9
Masahiro Kobayashi, Kouhei Nakaji, N. Yamamoto
{"title":"Overfitting in quantum machine learning and entangling dropout","authors":"Masahiro Kobayashi, Kouhei Nakaji, N. Yamamoto","doi":"10.1007/s42484-022-00087-9","DOIUrl":"https://doi.org/10.1007/s42484-022-00087-9","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":"4 1","pages":"1-9"},"PeriodicalIF":4.8,"publicationDate":"2022-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49142849","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}
引用次数: 7
Dimension-adaptive machine learning-based quantum state reconstruction 基于维度自适应机器学习的量子态重构
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-05-11 DOI: 10.1007/s42484-022-00088-8
Sanjaya Lohani, Sangita Regmi, J. Lukens, R. Glasser, T. Searles, B. Kirby
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引用次数: 2
Quantum neural network autoencoder and classifier applied to an industrial case study 量子神经网络自动编码器和分类器在工业案例中的应用
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-05-09 DOI: 10.1007/s42484-022-00070-4
Stefano Mangini, A. Marruzzo, M. Piantanida, D. Gerace, D. Bajoni, C. Macchiavello
{"title":"Quantum neural network autoencoder and classifier applied to an industrial case study","authors":"Stefano Mangini, A. Marruzzo, M. Piantanida, D. Gerace, D. Bajoni, C. Macchiavello","doi":"10.1007/s42484-022-00070-4","DOIUrl":"https://doi.org/10.1007/s42484-022-00070-4","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43854716","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}
引用次数: 7
Optimisation-free density estimation and classification with quantum circuits 用量子电路进行无优化密度估计和分类
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-28 DOI: 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}
引用次数: 4
Feature selection on quantum computers 量子计算机的特征选择
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-24 DOI: 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}
引用次数: 7
A hybrid quantum image edge detector for the NISQ era NISQ时代的混合量子图像边缘检测器
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-22 DOI: 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}
引用次数: 4
Policy gradients using variational quantum circuits 使用变分量子电路的策略梯度
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-20 DOI: 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}
引用次数: 4
Boosting the performance of quantum annealers using machine learning 利用机器学习提高量子退火炉的性能
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-04 DOI: 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}
引用次数: 3
Quantum reinforcement learning via policy iteration 基于策略迭代的量子强化学习
IF 4.8
Quantum Machine Intelligence Pub Date : 2022-03-03 DOI: 10.1007/s42484-023-00116-1
El Amine Cherrat, Iordanis Kerenidis, A. Prakash
{"title":"Quantum reinforcement learning via policy iteration","authors":"El Amine Cherrat, Iordanis Kerenidis, A. Prakash","doi":"10.1007/s42484-023-00116-1","DOIUrl":"https://doi.org/10.1007/s42484-023-00116-1","url":null,"abstract":"","PeriodicalId":29924,"journal":{"name":"Quantum Machine Intelligence","volume":" ","pages":""},"PeriodicalIF":4.8,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44216681","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}
引用次数: 8
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