Matches in SemOpenAlex for { <https://semopenalex.org/work/W4289827900> ?p ?o ?g. }
Showing items 1 to 62 of
62
with 100 items per page.
- W4289827900 abstract "In this talk I will provide a new approach to quantum machine learning that involves using classical machine learning to learn a representation for a dataset that can be embedded in a quantum computer. We will then consider applying this strategy to train a generative model for groundstates of chemistry Hamiltonians that will allow us to predict groundstates given data through a classically learnt representation that converts nuclear positions into weights for a quantum neural network that generates the state. This work shows that quantum / classical Hybrid methods can be a powerful way to learn how to generate groundstates and potentially even give a cheaper alternative to approximate groundstate preparation than phase estimation provides in some settings." @default.
- W4289827900 created "2022-08-05" @default.
- W4289827900 creator A5004290683 @default.
- W4289827900 date "2022-05-01" @default.
- W4289827900 modified "2023-09-27" @default.
- W4289827900 title "QCCC 2022 Keynote Talk: Hybrid Quantum / Classical Algorithms for Machine Learning" @default.
- W4289827900 doi "https://doi.org/10.1109/ipdpsw55747.2022.00101" @default.
- W4289827900 hasPublicationYear "2022" @default.
- W4289827900 type Work @default.
- W4289827900 citedByCount "0" @default.
- W4289827900 crossrefType "proceedings-article" @default.
- W4289827900 hasAuthorship W4289827900A5004290683 @default.
- W4289827900 hasConcept C11413529 @default.
- W4289827900 hasConcept C119857082 @default.
- W4289827900 hasConcept C121332964 @default.
- W4289827900 hasConcept C137019171 @default.
- W4289827900 hasConcept C154945302 @default.
- W4289827900 hasConcept C17744445 @default.
- W4289827900 hasConcept C199539241 @default.
- W4289827900 hasConcept C2776359362 @default.
- W4289827900 hasConcept C2779094486 @default.
- W4289827900 hasConcept C39890363 @default.
- W4289827900 hasConcept C41008148 @default.
- W4289827900 hasConcept C48103436 @default.
- W4289827900 hasConcept C50644808 @default.
- W4289827900 hasConcept C58053490 @default.
- W4289827900 hasConcept C62520636 @default.
- W4289827900 hasConcept C84114770 @default.
- W4289827900 hasConcept C94625758 @default.
- W4289827900 hasConceptScore W4289827900C11413529 @default.
- W4289827900 hasConceptScore W4289827900C119857082 @default.
- W4289827900 hasConceptScore W4289827900C121332964 @default.
- W4289827900 hasConceptScore W4289827900C137019171 @default.
- W4289827900 hasConceptScore W4289827900C154945302 @default.
- W4289827900 hasConceptScore W4289827900C17744445 @default.
- W4289827900 hasConceptScore W4289827900C199539241 @default.
- W4289827900 hasConceptScore W4289827900C2776359362 @default.
- W4289827900 hasConceptScore W4289827900C2779094486 @default.
- W4289827900 hasConceptScore W4289827900C39890363 @default.
- W4289827900 hasConceptScore W4289827900C41008148 @default.
- W4289827900 hasConceptScore W4289827900C48103436 @default.
- W4289827900 hasConceptScore W4289827900C50644808 @default.
- W4289827900 hasConceptScore W4289827900C58053490 @default.
- W4289827900 hasConceptScore W4289827900C62520636 @default.
- W4289827900 hasConceptScore W4289827900C84114770 @default.
- W4289827900 hasConceptScore W4289827900C94625758 @default.
- W4289827900 hasLocation W42898279001 @default.
- W4289827900 hasOpenAccess W4289827900 @default.
- W4289827900 hasPrimaryLocation W42898279001 @default.
- W4289827900 hasRelatedWork W2981886227 @default.
- W4289827900 hasRelatedWork W3045879969 @default.
- W4289827900 hasRelatedWork W3137763914 @default.
- W4289827900 hasRelatedWork W3154003520 @default.
- W4289827900 hasRelatedWork W3192002582 @default.
- W4289827900 hasRelatedWork W3217374434 @default.
- W4289827900 hasRelatedWork W4294612786 @default.
- W4289827900 hasRelatedWork W4320521261 @default.
- W4289827900 hasRelatedWork W4353086852 @default.
- W4289827900 hasRelatedWork W4364301842 @default.
- W4289827900 isParatext "false" @default.
- W4289827900 isRetracted "false" @default.
- W4289827900 workType "article" @default.