FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4312292029> ?p ?o ?g. }

• W4312292029 abstract "Given thousands of equally accurate machine learning (ML) models, how can users choose among them? A recent ML technique enables domain experts and data scientists to generate a complete Rashomon set for sparse decision trees--a huge set of almost-optimal interpretable ML models. To help ML practitioners identify models with desirable properties from this Rashomon set, we develop TimberTrek, the first interactive visualization system that summarizes thousands of sparse decision trees at scale. Two usage scenarios highlight how TimberTrek can empower users to easily explore, compare, and curate models that align with their domain knowledge and values. Our open-source tool runs directly in users' computational notebooks and web browsers, lowering the barrier to creating more responsible ML models. TimberTrek is available at the following public demo link: https://poloclub.github.io/timbertrek." @default.
• W4312292029 created "2023-01-04" @default.
• W4312292029 creator A5019311613 @default.
• W4312292029 creator A5020153026 @default.
• W4312292029 creator A5040468715 @default.
• W4312292029 creator A5054751297 @default.
• W4312292029 creator A5071659713 @default.
• W4312292029 creator A5083374238 @default.
• W4312292029 creator A5086339933 @default.
• W4312292029 creator A5087018671 @default.
• W4312292029 date "2022-10-01" @default.
• W4312292029 modified "2023-10-02" @default.
• W4312292029 title "TimberTrek: Exploring and Curating Sparse Decision Trees with Interactive Visualization" @default.
• W4312292029 cites W1501005121 @default.
• W4312292029 cites W1519043595 @default.
• W4312292029 cites W1678356000 @default.
• W4312292029 cites W1990351156 @default.
• W4312292029 cites W1996796871 @default.
• W4312292029 cites W2013989095 @default.
• W4312292029 cites W2060928463 @default.
• W4312292029 cites W2062052951 @default.
• W4312292029 cites W2083896568 @default.
• W4312292029 cites W2084341220 @default.
• W4312292029 cites W2135415614 @default.
• W4312292029 cites W2137968596 @default.
• W4312292029 cites W2753676244 @default.
• W4312292029 cites W2891130433 @default.
• W4312292029 cites W2916904544 @default.
• W4312292029 cites W2922234936 @default.
• W4312292029 cites W2923421605 @default.
• W4312292029 cites W2945976633 @default.
• W4312292029 cites W2949973186 @default.
• W4312292029 cites W2964031043 @default.
• W4312292029 cites W2972615418 @default.
• W4312292029 cites W2994056986 @default.
• W4312292029 cites W3015926775 @default.
• W4312292029 cites W3023119642 @default.
• W4312292029 cites W3023454035 @default.
• W4312292029 cites W3034069517 @default.
• W4312292029 cites W3110754781 @default.
• W4312292029 cites W3137125108 @default.
• W4312292029 cites W3157508175 @default.
• W4312292029 cites W3171322015 @default.
• W4312292029 cites W4220800050 @default.
• W4312292029 cites W4226200891 @default.
• W4312292029 doi "https://doi.org/10.1109/vis54862.2022.00021" @default.
• W4312292029 hasPublicationYear "2022" @default.
• W4312292029 type Work @default.
• W4312292029 citedByCount "3" @default.
• W4312292029 countsByYear W43122920292023 @default.
• W4312292029 crossrefType "proceedings-article" @default.
• W4312292029 hasAuthorship W4312292029A5019311613 @default.
• W4312292029 hasAuthorship W4312292029A5020153026 @default.
• W4312292029 hasAuthorship W4312292029A5040468715 @default.
• W4312292029 hasAuthorship W4312292029A5054751297 @default.
• W4312292029 hasAuthorship W4312292029A5071659713 @default.
• W4312292029 hasAuthorship W4312292029A5083374238 @default.
• W4312292029 hasAuthorship W4312292029A5086339933 @default.
• W4312292029 hasAuthorship W4312292029A5087018671 @default.
• W4312292029 hasBestOaLocation W43122920292 @default.
• W4312292029 hasConcept C119857082 @default.
• W4312292029 hasConcept C121332964 @default.
• W4312292029 hasConcept C124101348 @default.
• W4312292029 hasConcept C134306372 @default.
• W4312292029 hasConcept C136764020 @default.
• W4312292029 hasConcept C177264268 @default.
• W4312292029 hasConcept C199360897 @default.
• W4312292029 hasConcept C23123220 @default.
• W4312292029 hasConcept C2522767166 @default.
• W4312292029 hasConcept C2778755073 @default.
• W4312292029 hasConcept C33923547 @default.
• W4312292029 hasConcept C36464697 @default.
• W4312292029 hasConcept C36503486 @default.
• W4312292029 hasConcept C41008148 @default.
• W4312292029 hasConcept C62520636 @default.
• W4312292029 hasConcept C64073096 @default.
• W4312292029 hasConcept C84525736 @default.
• W4312292029 hasConceptScore W4312292029C119857082 @default.
• W4312292029 hasConceptScore W4312292029C121332964 @default.
• W4312292029 hasConceptScore W4312292029C124101348 @default.
• W4312292029 hasConceptScore W4312292029C134306372 @default.
• W4312292029 hasConceptScore W4312292029C136764020 @default.
• W4312292029 hasConceptScore W4312292029C177264268 @default.
• W4312292029 hasConceptScore W4312292029C199360897 @default.
• W4312292029 hasConceptScore W4312292029C23123220 @default.
• W4312292029 hasConceptScore W4312292029C2522767166 @default.
• W4312292029 hasConceptScore W4312292029C2778755073 @default.
• W4312292029 hasConceptScore W4312292029C33923547 @default.
• W4312292029 hasConceptScore W4312292029C36464697 @default.
• W4312292029 hasConceptScore W4312292029C36503486 @default.
• W4312292029 hasConceptScore W4312292029C41008148 @default.
• W4312292029 hasConceptScore W4312292029C62520636 @default.
• W4312292029 hasConceptScore W4312292029C64073096 @default.
• W4312292029 hasConceptScore W4312292029C84525736 @default.
• W4312292029 hasFunder F4320306076 @default.
• W4312292029 hasFunder F4320307102 @default.
• W4312292029 hasFunder F4320309327 @default.
• W4312292029 hasFunder F4320309480 @default.
• W4312292029 hasFunder F4320313876 @default.
• W4312292029 hasFunder F4320332161 @default.

• next