FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2624473996> ?p ?o ?g. }

• W2624473996 abstract "Automating statistical modelling is a challenging problem in artificial intelligence. The Automatic Statistician takes a first step in this direction, by employing a kernel search algorithm with Gaussian Processes (GP) to provide interpretable statistical models for regression problems. However this does not scale due to its $O(N^3)$ running time for the model selection. We propose Scalable Kernel Composition (SKC), a scalable kernel search algorithm that extends the Automatic Statistician to bigger data sets. In doing so, we derive a cheap upper bound on the GP marginal likelihood that sandwiches the marginal likelihood with the variational lower bound . We show that the upper bound is significantly tighter than the lower bound and thus useful for model selection." @default.
• W2624473996 created "2017-06-15" @default.
• W2624473996 creator A5039334280 @default.
• W2624473996 creator A5064373793 @default.
• W2624473996 date "2017-06-08" @default.
• W2624473996 modified "2023-09-27" @default.
• W2624473996 title "Scaling up the Automatic Statistician: Scalable Structure Discovery using Gaussian Processes" @default.
• W2624473996 cites W136174036 @default.
• W2624473996 cites W137285897 @default.
• W2624473996 cites W1503398984 @default.
• W2624473996 cites W1512149552 @default.
• W2624473996 cites W1746819321 @default.
• W2624473996 cites W1992244412 @default.
• W2624473996 cites W2031823405 @default.
• W2624473996 cites W2080002323 @default.
• W2624473996 cites W2098841537 @default.
• W2624473996 cites W2112545207 @default.
• W2624473996 cites W2115979064 @default.
• W2624473996 cites W2137135057 @default.
• W2624473996 cites W2144675138 @default.
• W2624473996 cites W2144902422 @default.
• W2624473996 cites W215707797 @default.
• W2624473996 cites W2160840682 @default.
• W2624473996 cites W2168175751 @default.
• W2624473996 cites W2171792531 @default.
• W2624473996 cites W2287294391 @default.
• W2624473996 cites W2555374257 @default.
• W2624473996 cites W2622730215 @default.
• W2624473996 cites W2950326163 @default.
• W2624473996 cites W2951686320 @default.
• W2624473996 cites W2952125132 @default.
• W2624473996 cites W2952677397 @default.
• W2624473996 cites W2963566966 @default.
• W2624473996 cites W2963674301 @default.
• W2624473996 cites W2964135722 @default.
• W2624473996 cites W2964153027 @default.
• W2624473996 cites W622188676 @default.
• W2624473996 cites W281369878 @default.
• W2624473996 hasPublicationYear "2017" @default.
• W2624473996 type Work @default.
• W2624473996 sameAs 2624473996 @default.
• W2624473996 citedByCount "0" @default.
• W2624473996 crossrefType "posted-content" @default.
• W2624473996 hasAuthorship W2624473996A5039334280 @default.
• W2624473996 hasAuthorship W2624473996A5064373793 @default.
• W2624473996 hasConcept C105795698 @default.
• W2624473996 hasConcept C107673813 @default.
• W2624473996 hasConcept C11413529 @default.
• W2624473996 hasConcept C118615104 @default.
• W2624473996 hasConcept C119857082 @default.
• W2624473996 hasConcept C121332964 @default.
• W2624473996 hasConcept C134306372 @default.
• W2624473996 hasConcept C154945302 @default.
• W2624473996 hasConcept C163716315 @default.
• W2624473996 hasConcept C2524010 @default.
• W2624473996 hasConcept C2779677306 @default.
• W2624473996 hasConcept C33923547 @default.
• W2624473996 hasConcept C41008148 @default.
• W2624473996 hasConcept C48044578 @default.
• W2624473996 hasConcept C62520636 @default.
• W2624473996 hasConcept C74193536 @default.
• W2624473996 hasConcept C77088390 @default.
• W2624473996 hasConcept C77553402 @default.
• W2624473996 hasConcept C81917197 @default.
• W2624473996 hasConcept C93959086 @default.
• W2624473996 hasConcept C95923904 @default.
• W2624473996 hasConcept C99844830 @default.
• W2624473996 hasConceptScore W2624473996C105795698 @default.
• W2624473996 hasConceptScore W2624473996C107673813 @default.
• W2624473996 hasConceptScore W2624473996C11413529 @default.
• W2624473996 hasConceptScore W2624473996C118615104 @default.
• W2624473996 hasConceptScore W2624473996C119857082 @default.
• W2624473996 hasConceptScore W2624473996C121332964 @default.
• W2624473996 hasConceptScore W2624473996C134306372 @default.
• W2624473996 hasConceptScore W2624473996C154945302 @default.
• W2624473996 hasConceptScore W2624473996C163716315 @default.
• W2624473996 hasConceptScore W2624473996C2524010 @default.
• W2624473996 hasConceptScore W2624473996C2779677306 @default.
• W2624473996 hasConceptScore W2624473996C33923547 @default.
• W2624473996 hasConceptScore W2624473996C41008148 @default.
• W2624473996 hasConceptScore W2624473996C48044578 @default.
• W2624473996 hasConceptScore W2624473996C62520636 @default.
• W2624473996 hasConceptScore W2624473996C74193536 @default.
• W2624473996 hasConceptScore W2624473996C77088390 @default.
• W2624473996 hasConceptScore W2624473996C77553402 @default.
• W2624473996 hasConceptScore W2624473996C81917197 @default.
• W2624473996 hasConceptScore W2624473996C93959086 @default.
• W2624473996 hasConceptScore W2624473996C95923904 @default.
• W2624473996 hasConceptScore W2624473996C99844830 @default.
• W2624473996 hasLocation W26244739961 @default.
• W2624473996 hasOpenAccess W2624473996 @default.
• W2624473996 hasPrimaryLocation W26244739961 @default.
• W2624473996 hasRelatedWork W1976038749 @default.
• W2624473996 hasRelatedWork W2282767213 @default.
• W2624473996 hasRelatedWork W2752173299 @default.
• W2624473996 hasRelatedWork W2883816343 @default.
• W2624473996 hasRelatedWork W2921037632 @default.
• W2624473996 hasRelatedWork W2944971886 @default.
• W2624473996 hasRelatedWork W2952376198 @default.
• W2624473996 hasRelatedWork W2963219310 @default.

• next