FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3178013591> ?p ?o ?g. }

• W3178013591 abstract "The rapid development of reliable Quantum Processing Units (QPU) opens up novel computational opportunities for machine learning. Here, we introduce a procedure for measuring the similarity between graph-structured data, based on the time-evolution of a quantum system. By encoding the topology of the input graph in the Hamiltonian of the system, the evolution produces measurement samples that retain key features of the data. We study analytically the procedure and illustrate its versatility in providing links to standard classical approaches. We then show numerically that this scheme performs well compared to standard graph kernels on typical benchmark datasets. Finally, we study the possibility of a concrete implementation on a realistic neutral-atom quantum processor." @default.
• W3178013591 created "2021-07-19" @default.
• W3178013591 creator A5033671334 @default.
• W3178013591 creator A5045436456 @default.
• W3178013591 creator A5064205080 @default.
• W3178013591 creator A5074745965 @default.
• W3178013591 date "2021-07-07" @default.
• W3178013591 modified "2023-10-01" @default.
• W3178013591 title "Quantum evolution kernel : Machine learning on graphs with programmable arrays of qubits" @default.
• W3178013591 cites W1541648315 @default.
• W3178013591 cites W1568345435 @default.
• W3178013591 cites W1663973292 @default.
• W3178013591 cites W1970354341 @default.
• W3178013591 cites W1985719526 @default.
• W3178013591 cites W1996327711 @default.
• W3178013591 cites W2009948449 @default.
• W3178013591 cites W2010133698 @default.
• W3178013591 cites W2099277972 @default.
• W3178013591 cites W2099438806 @default.
• W3178013591 cites W2104812688 @default.
• W3178013591 cites W2109743529 @default.
• W3178013591 cites W2115467367 @default.
• W3178013591 cites W2142498761 @default.
• W3178013591 cites W2146950091 @default.
• W3178013591 cites W2158000927 @default.
• W3178013591 cites W2208487111 @default.
• W3178013591 cites W2295267275 @default.
• W3178013591 cites W2313481262 @default.
• W3178013591 cites W2415554263 @default.
• W3178013591 cites W2606780347 @default.
• W3178013591 cites W2735457220 @default.
• W3178013591 cites W2756654724 @default.
• W3178013591 cites W2766650169 @default.
• W3178013591 cites W2792946961 @default.
• W3178013591 cites W2799181865 @default.
• W3178013591 cites W2873705236 @default.
• W3178013591 cites W2898913178 @default.
• W3178013591 cites W2947622185 @default.
• W3178013591 cites W2962725191 @default.
• W3178013591 cites W2994877072 @default.
• W3178013591 cites W3028283557 @default.
• W3178013591 cites W3038588235 @default.
• W3178013591 cites W3042313988 @default.
• W3178013591 cites W3101369110 @default.
• W3178013591 cites W3103634851 @default.
• W3178013591 cites W3109650979 @default.
• W3178013591 cites W3158831377 @default.
• W3178013591 cites W3159806430 @default.
• W3178013591 hasPublicationYear "2021" @default.
• W3178013591 type Work @default.
• W3178013591 sameAs 3178013591 @default.
• W3178013591 citedByCount "0" @default.
• W3178013591 crossrefType "posted-content" @default.
• W3178013591 hasAuthorship W3178013591A5033671334 @default.
• W3178013591 hasAuthorship W3178013591A5045436456 @default.
• W3178013591 hasAuthorship W3178013591A5064205080 @default.
• W3178013591 hasAuthorship W3178013591A5074745965 @default.
• W3178013591 hasConcept C100595998 @default.
• W3178013591 hasConcept C11413529 @default.
• W3178013591 hasConcept C114614502 @default.
• W3178013591 hasConcept C118615104 @default.
• W3178013591 hasConcept C121332964 @default.
• W3178013591 hasConcept C122280245 @default.
• W3178013591 hasConcept C12267149 @default.
• W3178013591 hasConcept C126255220 @default.
• W3178013591 hasConcept C130787639 @default.
• W3178013591 hasConcept C132525143 @default.
• W3178013591 hasConcept C13280743 @default.
• W3178013591 hasConcept C154945302 @default.
• W3178013591 hasConcept C184720557 @default.
• W3178013591 hasConcept C185798385 @default.
• W3178013591 hasConcept C195699287 @default.
• W3178013591 hasConcept C203087015 @default.
• W3178013591 hasConcept C205649164 @default.
• W3178013591 hasConcept C33923547 @default.
• W3178013591 hasConcept C41008148 @default.
• W3178013591 hasConcept C58053490 @default.
• W3178013591 hasConcept C62520636 @default.
• W3178013591 hasConcept C74193536 @default.
• W3178013591 hasConcept C80444323 @default.
• W3178013591 hasConcept C84114770 @default.
• W3178013591 hasConceptScore W3178013591C100595998 @default.
• W3178013591 hasConceptScore W3178013591C11413529 @default.
• W3178013591 hasConceptScore W3178013591C114614502 @default.
• W3178013591 hasConceptScore W3178013591C118615104 @default.
• W3178013591 hasConceptScore W3178013591C121332964 @default.
• W3178013591 hasConceptScore W3178013591C122280245 @default.
• W3178013591 hasConceptScore W3178013591C12267149 @default.
• W3178013591 hasConceptScore W3178013591C126255220 @default.
• W3178013591 hasConceptScore W3178013591C130787639 @default.
• W3178013591 hasConceptScore W3178013591C132525143 @default.
• W3178013591 hasConceptScore W3178013591C13280743 @default.
• W3178013591 hasConceptScore W3178013591C154945302 @default.
• W3178013591 hasConceptScore W3178013591C184720557 @default.
• W3178013591 hasConceptScore W3178013591C185798385 @default.
• W3178013591 hasConceptScore W3178013591C195699287 @default.
• W3178013591 hasConceptScore W3178013591C203087015 @default.
• W3178013591 hasConceptScore W3178013591C205649164 @default.
• W3178013591 hasConceptScore W3178013591C33923547 @default.
• W3178013591 hasConceptScore W3178013591C41008148 @default.

• next