The self-similar evolution of stationary point processes via persistent homology
Persistent homology provides a robust methodology to infer topological structures from point cloud data. Here we explore the persistent homology of point clouds embedded into a probabilistic setting, exploiting the theory of point processes. We provide variants of notions of ergodicity and investiga...
Gespeichert in:
| Hauptverfasser: | , |
|---|---|
| Dokumenttyp: | Article (Journal) Kapitel/Artikel |
| Sprache: | Englisch |
| Veröffentlicht: |
4 Aug 2023
|
| Ausgabe: | Version v3 |
| In: |
Arxiv
Year: 2023, Pages: 1-39 |
| DOI: | 10.48550/arXiv.2012.05751 |
| Online-Zugang: | Verlag, kostenfrei, Volltext: https://doi.org/10.48550/arXiv.2012.05751 Verlag, kostenfrei, Volltext: http://arxiv.org/abs/2012.05751 
|
| Verfasserangaben: | Daniel Spitz and Anna Wienhard |
MARC
| LEADER | 00000caa a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1817965492 | ||
| 003 | DE-627 | ||
| 005 | 20240916105052.0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 221004s2023 xx |||||o 00| ||eng c | ||
| 024 | 7 | |a 10.48550/arXiv.2012.05751 |2 doi | |
| 035 | |a (DE-627)1817965492 | ||
| 035 | |a (DE-599)KXP1817965492 | ||
| 035 | |a (OCoLC)1361714871 | ||
| 040 | |a DE-627 |b ger |c DE-627 |e rda | ||
| 041 | |a eng | ||
| 084 | |a 27 |2 sdnb | ||
| 100 | 1 | |a Spitz, Daniel |d 1994- |e VerfasserIn |0 (DE-588)1182934374 |0 (DE-627)1662935005 |4 aut | |
| 245 | 1 | 4 | |a The self-similar evolution of stationary point processes via persistent homology |c Daniel Spitz and Anna Wienhard |
| 250 | |a Version v3 | ||
| 264 | 1 | |c 4 Aug 2023 | |
| 300 | |b Illustrationen | ||
| 300 | |a 39 | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 500 | |a Online veröffentlicht am 10. Dezember 2020 | ||
| 500 | |a Gesehen am 10.01.2024 | ||
| 520 | |a Persistent homology provides a robust methodology to infer topological structures from point cloud data. Here we explore the persistent homology of point clouds embedded into a probabilistic setting, exploiting the theory of point processes. We provide variants of notions of ergodicity and investigate measures on the space of persistence diagrams. In particular we introduce the notion of self-similar scaling of persistence diagram expectation measures and prove a packing relation for the occurring dynamical scaling exponents. As a byproduct we generalize the strong law of large numbers for persistent Betti numbers proven in [Hiraoka et al., Ann. Appl. Probab. 28(5), 2018] for averages over cubes to arbitrary convex averaging sequences. | ||
| 650 | 4 | |a Mathematics - Probability | |
| 700 | 1 | |a Wienhard, Anna |d 1977- |e VerfasserIn |0 (DE-588)137817975 |0 (DE-627)696086891 |0 (DE-576)305331280 |4 aut | |
| 773 | 0 | 8 | |i Enthalten in |t Arxiv |d Ithaca, NY : Cornell University, 1991 |g (2023), Artikel-ID 2012.05751, Seite 1-39 |h Online-Ressource |w (DE-627)509006531 |w (DE-600)2225896-6 |w (DE-576)28130436X |7 nnas |a The self-similar evolution of stationary point processes via persistent homology |
| 773 | 1 | 8 | |g year:2023 |g elocationid:2012.05751 |g pages:1-39 |g extent:39 |a The self-similar evolution of stationary point processes via persistent homology |
| 856 | 4 | 0 | |u https://doi.org/10.48550/arXiv.2012.05751 |x Verlag |x Resolving-System |z kostenfrei |3 Volltext |
| 856 | 4 | 0 | |u http://arxiv.org/abs/2012.05751 |x Verlag |z kostenfrei |3 Volltext |
| 951 | |a AR | ||
| 992 | |a 20221004 | ||
| 993 | |a Article | ||
| 994 | |a 2023 | ||
| 998 | |g 137817975 |a Wienhard, Anna |m 137817975:Wienhard, Anna |d 110000 |d 110400 |d 700000 |d 728500 |e 110000PW137817975 |e 110400PW137817975 |e 700000PW137817975 |e 728500PW137817975 |k 0/110000/ |k 1/110000/110400/ |k 0/700000/ |k 1/700000/728500/ |p 2 |y j | ||
| 998 | |g 1182934374 |a Spitz, Daniel |m 1182934374:Spitz, Daniel |d 130000 |d 130300 |d 700000 |d 728500 |e 130000PS1182934374 |e 130300PS1182934374 |e 700000PS1182934374 |e 728500PS1182934374 |k 0/130000/ |k 1/130000/130300/ |k 0/700000/ |k 1/700000/728500/ |p 1 |x j | ||
| 999 | |a KXP-PPN1817965492 |e 4194195450 | ||
| BIB | |a Y | ||
| JSO | |a {"id":{"doi":["10.48550/arXiv.2012.05751"],"eki":["1817965492"]},"origin":[{"edition":"Version v3","dateIssuedKey":"2023","dateIssuedDisp":"4 Aug 2023"}],"name":{"displayForm":["Daniel Spitz and Anna Wienhard"]},"relHost":[{"origin":[{"publisherPlace":"Ithaca, NY ; [Erscheinungsort nicht ermittelbar]","dateIssuedKey":"1991","publisher":"Cornell University ; Arxiv.org","dateIssuedDisp":"1991-"}],"id":{"eki":["509006531"],"zdb":["2225896-6"]},"physDesc":[{"extent":"Online-Ressource"}],"title":[{"title":"Arxiv","title_sort":"Arxiv"}],"note":["Gesehen am 28.05.2024"],"disp":"The self-similar evolution of stationary point processes via persistent homologyArxiv","type":{"media":"Online-Ressource","bibl":"edited-book"},"recId":"509006531","language":["eng"],"pubHistory":["1991 -"],"part":{"pages":"1-39","year":"2023","extent":"39","text":"(2023), Artikel-ID 2012.05751, Seite 1-39"},"titleAlt":[{"title":"Arxiv.org"},{"title":"Arxiv.org e-print archive"},{"title":"Arxiv e-print archive"},{"title":"De.arxiv.org"}]}],"physDesc":[{"extent":"39 S.","noteIll":"Illustrationen"}],"title":[{"title_sort":"self-similar evolution of stationary point processes via persistent homology","title":"The self-similar evolution of stationary point processes via persistent homology"}],"person":[{"display":"Spitz, Daniel","roleDisplay":"VerfasserIn","role":"aut","family":"Spitz","given":"Daniel"},{"display":"Wienhard, Anna","roleDisplay":"VerfasserIn","role":"aut","family":"Wienhard","given":"Anna"}],"recId":"1817965492","language":["eng"],"note":["Online veröffentlicht am 10. Dezember 2020","Gesehen am 10.01.2024"],"type":{"media":"Online-Ressource","bibl":"chapter"}} | ||
| SRT | |a SPITZDANIESELFSIMILA4202 | ||