Novel Objective Function and Expectation Value Estimation Method for the Variational Quantum Singular Value Decomposition Algorithm
| dc.contributor.author | JOJO, JEZER | en_US |
| dc.contributor.author | Khandelwal, Ankit | en_US |
| dc.contributor.author | Chandra, M Girish | en_US |
| dc.contributor.department | Dept. of Physics | en_US |
| dc.date.accessioned | 2025-04-19T04:25:09Z | |
| dc.date.available | 2025-04-19T04:25:09Z | |
| dc.date.issued | 2024-01 | en_US |
| dc.description.abstract | In this work, we discuss two modifications that can be made to a known variational quantum singular value decomposition algorithm popular in the literature. The first is a change to the objective function which hints at improved performance of the algorithm and decreases the depth of the circuits. The second modification introduces a new way of computing expectation values of general matrices, which is a key step in the algorithm. We then benchmark this modified algorithm and compare the performance of our new objective function with the existing one. | en_US |
| dc.identifier.citation | 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS) | en_US |
| dc.identifier.doi | https://doi.org/10.1109/COMSNETS59351.2024.10427083 | en_US |
| dc.identifier.isbn | 979-8-3503-8311-9 | |
| dc.identifier.isbn | 979-8-3503-8312-6 | |
| dc.identifier.sourcetitle | 2024 16th International Conference on COMmunication Systems & NETworkS (COMSNETS) | en_US |
| dc.identifier.uri | https://doi.org/10.1109/COMSNETS59351.2024.10427083 | |
| dc.identifier.uri | http://dr.iiserpune.ac.in:8080/xmlui/handle/123456789/9645 | |
| dc.language.iso | en | en_US |
| dc.publication.originofpublisher | Foreign | en_US |
| dc.publisher | IEEE | en_US |
| dc.subject | Phyisics | en_US |
| dc.subject | 2024 | en_US |
| dc.title | Novel Objective Function and Expectation Value Estimation Method for the Variational Quantum Singular Value Decomposition Algorithm | en_US |
| dc.type | Conference Papers | en_US |