Matches in SemOpenAlex for { <https://semopenalex.org/work/W3126906908> ?p ?o ?g. }
- W3126906908 abstract "We study the classical problem of recovering a multidimensional source process from observations of nonlinear mixtures of this process. Assuming statistical independence of the coordinate processes of the source, we show that this recovery is possible for many popular models of stochastic processes (up to order and monotone scaling of their coordinates) if the mixture is given by a sufficiently differentiable, invertible function. Key to our approach is the combination of tools from stochastic analysis and recent contrastive learning approaches to nonlinear ICA. This yields a scalable method with widely applicable theoretical guarantees for which our experiments indicate good performance." @default.
- W3126906908 created "2021-02-15" @default.
- W3126906908 creator A5024452289 @default.
- W3126906908 creator A5028134278 @default.
- W3126906908 date "2021-02-04" @default.
- W3126906908 modified "2023-09-27" @default.
- W3126906908 title "Nonlinear Independent Component Analysis for Continuous-Time Signals" @default.
- W3126906908 cites W100459338 @default.
- W3126906908 cites W1491109205 @default.
- W3126906908 cites W1491718027 @default.
- W3126906908 cites W1493137254 @default.
- W3126906908 cites W1497683195 @default.
- W3126906908 cites W1520471750 @default.
- W3126906908 cites W1548802052 @default.
- W3126906908 cites W1557324374 @default.
- W3126906908 cites W1560614273 @default.
- W3126906908 cites W1592958377 @default.
- W3126906908 cites W1594563152 @default.
- W3126906908 cites W1734452708 @default.
- W3126906908 cites W1746819321 @default.
- W3126906908 cites W1967351845 @default.
- W3126906908 cites W1976137296 @default.
- W3126906908 cites W1986495103 @default.
- W3126906908 cites W1988839491 @default.
- W3126906908 cites W1989089774 @default.
- W3126906908 cites W1996484339 @default.
- W3126906908 cites W1998651166 @default.
- W3126906908 cites W2011575035 @default.
- W3126906908 cites W2012762214 @default.
- W3126906908 cites W2017273365 @default.
- W3126906908 cites W2045044457 @default.
- W3126906908 cites W2059826328 @default.
- W3126906908 cites W2078237481 @default.
- W3126906908 cites W2082031432 @default.
- W3126906908 cites W2082744026 @default.
- W3126906908 cites W2096289959 @default.
- W3126906908 cites W2097415784 @default.
- W3126906908 cites W2099741732 @default.
- W3126906908 cites W2100967164 @default.
- W3126906908 cites W2101303708 @default.
- W3126906908 cites W2101715047 @default.
- W3126906908 cites W2108384452 @default.
- W3126906908 cites W2119436275 @default.
- W3126906908 cites W2122664326 @default.
- W3126906908 cites W2124101779 @default.
- W3126906908 cites W2124757684 @default.
- W3126906908 cites W2128967371 @default.
- W3126906908 cites W2131408671 @default.
- W3126906908 cites W2141224535 @default.
- W3126906908 cites W2141622014 @default.
- W3126906908 cites W2145544165 @default.
- W3126906908 cites W2149189274 @default.
- W3126906908 cites W2167217202 @default.
- W3126906908 cites W2195125035 @default.
- W3126906908 cites W2225937484 @default.
- W3126906908 cites W2325254792 @default.
- W3126906908 cites W2574774005 @default.
- W3126906908 cites W2584784847 @default.
- W3126906908 cites W2657268502 @default.
- W3126906908 cites W2766527109 @default.
- W3126906908 cites W2802739963 @default.
- W3126906908 cites W2898407550 @default.
- W3126906908 cites W2945939683 @default.
- W3126906908 cites W2951873722 @default.
- W3126906908 cites W2963762683 @default.
- W3126906908 cites W2964193753 @default.
- W3126906908 cites W2971025626 @default.
- W3126906908 cites W2997014690 @default.
- W3126906908 cites W3025750359 @default.
- W3126906908 cites W3036415528 @default.
- W3126906908 cites W3037805286 @default.
- W3126906908 cites W3098820606 @default.
- W3126906908 cites W3101478854 @default.
- W3126906908 cites W3144829920 @default.
- W3126906908 cites W568673721 @default.
- W3126906908 cites W616109306 @default.
- W3126906908 cites W617501864 @default.
- W3126906908 cites W3127868216 @default.
- W3126906908 hasPublicationYear "2021" @default.
- W3126906908 type Work @default.
- W3126906908 sameAs 3126906908 @default.
- W3126906908 citedByCount "2" @default.
- W3126906908 countsByYear W31269069082021 @default.
- W3126906908 crossrefType "posted-content" @default.
- W3126906908 hasAuthorship W3126906908A5024452289 @default.
- W3126906908 hasAuthorship W3126906908A5028134278 @default.
- W3126906908 hasConcept C105795698 @default.
- W3126906908 hasConcept C111919701 @default.
- W3126906908 hasConcept C11413529 @default.
- W3126906908 hasConcept C120317606 @default.
- W3126906908 hasConcept C121332964 @default.
- W3126906908 hasConcept C126255220 @default.
- W3126906908 hasConcept C127162648 @default.
- W3126906908 hasConcept C134306372 @default.
- W3126906908 hasConcept C154945302 @default.
- W3126906908 hasConcept C158622935 @default.
- W3126906908 hasConcept C168167062 @default.
- W3126906908 hasConcept C202444582 @default.
- W3126906908 hasConcept C202615002 @default.
- W3126906908 hasConcept C2524010 @default.