Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386562935> ?p ?o ?g. }
Showing items 1 to 61 of
61
with 100 items per page.
- W4386562935 abstract "In the last decade, developments in tropical geometry have provided a number of uses directly applicable to problems in statistical learning. The TML package is the first R package which contains a comprehensive set of tools and methods used for basic computations related to tropical convexity, visualization of tropically convex sets, as well as supervised and unsupervised learning models using the tropical metric under the max-plus algebra over the tropical projective torus. Primarily, the TML package employs a Hit and Run Markov chain Monte Carlo sampler in conjunction with the tropical metric as its main tool for statistical inference. In addition to basic computation and various applications of the tropical HAR sampler, we also focus on several supervised and unsupervised methods incorporated in the TML package including tropical principal component analysis, tropical logistic regression and tropical kernel density estimation." @default.
- W4386562935 created "2023-09-10" @default.
- W4386562935 creator A5017240478 @default.
- W4386562935 creator A5034509325 @default.
- W4386562935 creator A5079338715 @default.
- W4386562935 creator A5092830642 @default.
- W4386562935 date "2023-09-03" @default.
- W4386562935 modified "2023-09-27" @default.
- W4386562935 title "Tropical Geometric Tools for Machine Learning: the TML package" @default.
- W4386562935 doi "https://doi.org/10.48550/arxiv.2309.01082" @default.
- W4386562935 hasPublicationYear "2023" @default.
- W4386562935 type Work @default.
- W4386562935 citedByCount "0" @default.
- W4386562935 crossrefType "posted-content" @default.
- W4386562935 hasAuthorship W4386562935A5017240478 @default.
- W4386562935 hasAuthorship W4386562935A5034509325 @default.
- W4386562935 hasAuthorship W4386562935A5079338715 @default.
- W4386562935 hasAuthorship W4386562935A5092830642 @default.
- W4386562935 hasBestOaLocation W43865629351 @default.
- W4386562935 hasConcept C107673813 @default.
- W4386562935 hasConcept C111350023 @default.
- W4386562935 hasConcept C11413529 @default.
- W4386562935 hasConcept C114614502 @default.
- W4386562935 hasConcept C119857082 @default.
- W4386562935 hasConcept C154945302 @default.
- W4386562935 hasConcept C162324750 @default.
- W4386562935 hasConcept C176217482 @default.
- W4386562935 hasConcept C202652594 @default.
- W4386562935 hasConcept C21547014 @default.
- W4386562935 hasConcept C27438332 @default.
- W4386562935 hasConcept C33923547 @default.
- W4386562935 hasConcept C41008148 @default.
- W4386562935 hasConceptScore W4386562935C107673813 @default.
- W4386562935 hasConceptScore W4386562935C111350023 @default.
- W4386562935 hasConceptScore W4386562935C11413529 @default.
- W4386562935 hasConceptScore W4386562935C114614502 @default.
- W4386562935 hasConceptScore W4386562935C119857082 @default.
- W4386562935 hasConceptScore W4386562935C154945302 @default.
- W4386562935 hasConceptScore W4386562935C162324750 @default.
- W4386562935 hasConceptScore W4386562935C176217482 @default.
- W4386562935 hasConceptScore W4386562935C202652594 @default.
- W4386562935 hasConceptScore W4386562935C21547014 @default.
- W4386562935 hasConceptScore W4386562935C27438332 @default.
- W4386562935 hasConceptScore W4386562935C33923547 @default.
- W4386562935 hasConceptScore W4386562935C41008148 @default.
- W4386562935 hasLocation W43865629351 @default.
- W4386562935 hasOpenAccess W4386562935 @default.
- W4386562935 hasPrimaryLocation W43865629351 @default.
- W4386562935 hasRelatedWork W2961085424 @default.
- W4386562935 hasRelatedWork W3046775127 @default.
- W4386562935 hasRelatedWork W3170094116 @default.
- W4386562935 hasRelatedWork W4205958290 @default.
- W4386562935 hasRelatedWork W4285260836 @default.
- W4386562935 hasRelatedWork W4286629047 @default.
- W4386562935 hasRelatedWork W4306321456 @default.
- W4386562935 hasRelatedWork W4306674287 @default.
- W4386562935 hasRelatedWork W4386462264 @default.
- W4386562935 hasRelatedWork W4224009465 @default.
- W4386562935 isParatext "false" @default.
- W4386562935 isRetracted "false" @default.
- W4386562935 workType "article" @default.