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undergraduate thesis
Transportne statističke divergencije
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. urn:nbn:hr:168:923991
Jurić, Marko
University of Zagreb
Faculty of Electrical Engineering and Computing

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Jurić, M. (2022). Transportne statističke divergencije (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:923991

Jurić, Marko. "Transportne statističke divergencije." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:923991

Jurić, Marko. "Transportne statističke divergencije." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2022. https://urn.nsk.hr/urn:nbn:hr:168:923991

Jurić, M. (2022). 'Transportne statističke divergencije', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 28 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:923991

Jurić M. Transportne statističke divergencije [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2022 [cited 2024 June 28] Available at: https://urn.nsk.hr/urn:nbn:hr:168:923991

M. Jurić, "Transportne statističke divergencije", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:168:923991

Metadata
TitleTransportne statističke divergencije
Title (english)Transport statistical divergences
AuthorMarko Jurić
MentorMario Bukal (mentor)
Committee memberMario Bukal (predsjednik povjerenstva)
Committee memberLana Horvat Dmitrović (član povjerenstva)
Committee memberAna Žgaljić Keko (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2022-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Tema ovog rada su transportne statističke divergencije i usporediba Sinkhornovog algoritma u redukciji broja komponenata kombinacije distribucija s algoritmom k-sredina. Prvo su opisane eksponencijalne familije i njihove mjere udaljenosti. Zatim je opisan optimalni transport i Sinkhornov algoritam. Koristeći eksponencijalne familije i Sinkhornov algoritam opisan je novi algoritam uz algoritam k-sredina. Na kraju su prikazani i uspoređeni njihovi rezultati.
Abstract (english)
The topic of this thesis are transport statistical divergences and the comparison of the Sinkhorn algorithm in the reduction of the number of components of themixture of distributions with the k-means algorithm. First, exponential families and their distance measures are described. Then the optimal transport and the Sinkhorn algorithm are described. Using exponential families and the Sinkhorn algorithm, a new algorithm was described in addition to the k-means algorithm. Finally, their results are presented and compared.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:923991
Study programmeTitle: Computing
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
Type of resourceText
File originBorn digital
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Created on2023-01-15 10:27:28