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of 54
pro vyhledávání: '"Baptista, Diego"'
Autor:
Baptista, Diego, De Bacco, Caterina
We present a method to extract temporal hypergraphs from sequences of 2-dimensional functions obtained as solutions to Optimal Transport problems. We investigate optimality principles exhibited by these solutions from the point of view of hypergraph
Externí odkaz:
http://arxiv.org/abs/2301.03498
Publikováno v:
Scientific Reports, Vol 12, 16811, 2022
Detecting communities in networks is important in various domains of applications. While a variety of methods exists to perform this task, recent efforts propose Optimal Transport (OT) principles combined with the geometric notion of Ollivier-Ricci c
Externí odkaz:
http://arxiv.org/abs/2205.08468
Publikováno v:
Frontiers in Physics, Sec. Complex Physical Systems, 2023
In classification tasks, it is crucial to meaningfully exploit the information contained in data. While much of the work in addressing these tasks is devoted to building complex algorithmic infrastructures to process inputs in a black-box fashion, le
Externí odkaz:
http://arxiv.org/abs/2205.02938
Autor:
De Bacco, Caterina, Contisciani, Martina, Cardoso-Silva, Jonathan, Safdari, Hadiseh, Baptista, Diego, Borges, Gabriela L., Sweet, Tracy, Young, Jean-Gabriel, Koster, Jeremy, Ross, Cody T., McElreath, Richard, Redhead, Daniel, Power, Eleanor A.
Social network data are often constructed by incorporating reports from multiple individuals. However, it is not obvious how to reconcile discordant responses from individuals. There may be particular risks with multiply-reported data if people's res
Externí odkaz:
http://arxiv.org/abs/2112.11396
Autor:
Baptista, Diego, De Bacco, Caterina
Publikováno v:
Complex Networks & Their Applications X: Volume 1, Proceedings of the Tenth International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2021 10. 2022
We study network properties of networks evolving in time based on optimal transport principles. These evolve from a structure covering uniformly a continuous space towards an optimal design in terms of optimal transport theory. At convergence, the ne
Externí odkaz:
http://arxiv.org/abs/2109.00971
Autor:
Baptista, Diego, De Bacco, Caterina
Publikováno v:
R Soc Open Sci. 2021 Jul 28;8(7):210025
Images of natural systems may represent patterns of network-like structure, which could reveal important information about the topological properties of the underlying subject. However, the image itself does not automatically provide a formal definit
Externí odkaz:
http://arxiv.org/abs/2012.12758
Publikováno v:
Scientific Reports volume 10, 20806 (2020)
Routing optimization is a relevant problem in many contexts. Solving directly this type of optimization problem is often computationally unfeasible. Recent studies suggest that one can instead turn this problem into one of solving a dynamical system
Externí odkaz:
http://arxiv.org/abs/2005.02805
Autor:
Baptista, Diego, 1979
Publikováno v:
Repositório Institucional da UnicampUniversidade Estadual de CampinasUNICAMP.
Orientador: Gilda Figueiredo Potugal Gouvea
Tese (doutorado) - Universidade Estadual de Campinas, Instituto de Filosofia e Ciências Humanas
Made available in DSpace on 2018-08-22T04:20:38Z (GMT). No. of bitstreams: 1 Baptista_Diego_D.pdf:
Tese (doutorado) - Universidade Estadual de Campinas, Instituto de Filosofia e Ciências Humanas
Made available in DSpace on 2018-08-22T04:20:38Z (GMT). No. of bitstreams: 1 Baptista_Diego_D.pdf:
Externí odkaz:
http://repositorio.unicamp.br/jspui/handle/REPOSIP/321907
Autor:
Baptista, Diego, 1979
Publikováno v:
Repositório Institucional da UnicampUniversidade Estadual de CampinasUNICAMP.
Orientador: Jesus Jose Ranieri
Dissertação (mestrado) - Universidade Estadual de Campinas, Instituto de Filosofia e Ciencias Humanas
Made available in DSpace on 2018-08-09T16:11:07Z (GMT). No. of bitstreams: 1 Baptista_Diego_M.pdf: 120249
Dissertação (mestrado) - Universidade Estadual de Campinas, Instituto de Filosofia e Ciencias Humanas
Made available in DSpace on 2018-08-09T16:11:07Z (GMT). No. of bitstreams: 1 Baptista_Diego_M.pdf: 120249
Externí odkaz:
http://repositorio.unicamp.br/jspui/handle/REPOSIP/282071
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