FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2948607799> ?p ?o ?g. }

• W2948607799 abstract "We propose a novel score-based approach to learning a directed acyclic graph (DAG) from observational data. We adapt a recently proposed continuous constrained optimization formulation to allow for nonlinear relationships between variables using neural networks. This extension allows to model complex interactions while avoiding the combinatorial nature of the problem. In addition to comparing our method to existing continuous optimization methods, we provide missing empirical comparisons to nonlinear greedy search methods. On both synthetic and real-world data sets, this new method outperforms current continuous methods on most tasks, while being competitive with existing greedy search methods on important metrics for causal inference." @default.
• W2948607799 created "2019-06-14" @default.
• W2948607799 creator A5051076050 @default.
• W2948607799 creator A5064805636 @default.
• W2948607799 creator A5074204532 @default.
• W2948607799 creator A5089695780 @default.
• W2948607799 date "2019-06-05" @default.
• W2948607799 modified "2023-10-01" @default.
• W2948607799 title "Gradient-Based Neural DAG Learning" @default.
• W2948607799 cites W114565888 @default.
• W2948607799 cites W1524326598 @default.
• W2948607799 cites W1533861849 @default.
• W2948607799 cites W1582774210 @default.
• W2948607799 cites W1594839797 @default.
• W2948607799 cites W1851422093 @default.
• W2948607799 cites W1866230956 @default.
• W2948607799 cites W1995213405 @default.
• W2948607799 cites W2007738694 @default.
• W2948607799 cites W2008620264 @default.
• W2948607799 cites W2056132907 @default.
• W2948607799 cites W2073307618 @default.
• W2948607799 cites W2095690451 @default.
• W2948607799 cites W2097998348 @default.
• W2948607799 cites W2109605413 @default.
• W2948607799 cites W2112552549 @default.
• W2948607799 cites W2116993992 @default.
• W2948607799 cites W2132547334 @default.
• W2948607799 cites W2142857211 @default.
• W2948607799 cites W2143891888 @default.
• W2948607799 cites W2146531590 @default.
• W2948607799 cites W2150996947 @default.
• W2948607799 cites W2151226328 @default.
• W2948607799 cites W2156387975 @default.
• W2948607799 cites W2181581468 @default.
• W2948607799 cites W2186461911 @default.
• W2948607799 cites W2398250566 @default.
• W2948607799 cites W2557283755 @default.
• W2948607799 cites W2557632452 @default.
• W2948607799 cites W2568887718 @default.
• W2948607799 cites W2755310417 @default.
• W2948607799 cites W2782476368 @default.
• W2948607799 cites W2789929276 @default.
• W2948607799 cites W2798766386 @default.
• W2948607799 cites W2801890059 @default.
• W2948607799 cites W2808914202 @default.
• W2948607799 cites W2889900103 @default.
• W2948607799 cites W2891620446 @default.
• W2948607799 cites W2917286209 @default.
• W2948607799 cites W2940980190 @default.
• W2948607799 cites W2950085789 @default.
• W2948607799 cites W2952725901 @default.
• W2948607799 hasPublicationYear "2019" @default.
• W2948607799 type Work @default.
• W2948607799 sameAs 2948607799 @default.
• W2948607799 citedByCount "15" @default.
• W2948607799 countsByYear W29486077992019 @default.
• W2948607799 countsByYear W29486077992020 @default.
• W2948607799 countsByYear W29486077992021 @default.
• W2948607799 crossrefType "posted-content" @default.
• W2948607799 hasAuthorship W2948607799A5051076050 @default.
• W2948607799 hasAuthorship W2948607799A5064805636 @default.
• W2948607799 hasAuthorship W2948607799A5074204532 @default.
• W2948607799 hasAuthorship W2948607799A5089695780 @default.
• W2948607799 hasConcept C11413529 @default.
• W2948607799 hasConcept C119857082 @default.
• W2948607799 hasConcept C121332964 @default.
• W2948607799 hasConcept C132525143 @default.
• W2948607799 hasConcept C146380142 @default.
• W2948607799 hasConcept C149782125 @default.
• W2948607799 hasConcept C154945302 @default.
• W2948607799 hasConcept C158600405 @default.
• W2948607799 hasConcept C158622935 @default.
• W2948607799 hasConcept C199360897 @default.
• W2948607799 hasConcept C2776214188 @default.
• W2948607799 hasConcept C2778029271 @default.
• W2948607799 hasConcept C33923547 @default.
• W2948607799 hasConcept C41008148 @default.
• W2948607799 hasConcept C50644808 @default.
• W2948607799 hasConcept C51823790 @default.
• W2948607799 hasConcept C62520636 @default.
• W2948607799 hasConcept C74197172 @default.
• W2948607799 hasConcept C80444323 @default.
• W2948607799 hasConceptScore W2948607799C11413529 @default.
• W2948607799 hasConceptScore W2948607799C119857082 @default.
• W2948607799 hasConceptScore W2948607799C121332964 @default.
• W2948607799 hasConceptScore W2948607799C132525143 @default.
• W2948607799 hasConceptScore W2948607799C146380142 @default.
• W2948607799 hasConceptScore W2948607799C149782125 @default.
• W2948607799 hasConceptScore W2948607799C154945302 @default.
• W2948607799 hasConceptScore W2948607799C158600405 @default.
• W2948607799 hasConceptScore W2948607799C158622935 @default.
• W2948607799 hasConceptScore W2948607799C199360897 @default.
• W2948607799 hasConceptScore W2948607799C2776214188 @default.
• W2948607799 hasConceptScore W2948607799C2778029271 @default.
• W2948607799 hasConceptScore W2948607799C33923547 @default.
• W2948607799 hasConceptScore W2948607799C41008148 @default.
• W2948607799 hasConceptScore W2948607799C50644808 @default.
• W2948607799 hasConceptScore W2948607799C51823790 @default.
• W2948607799 hasConceptScore W2948607799C62520636 @default.
• W2948607799 hasConceptScore W2948607799C74197172 @default.

• next