Search Results for author: Primoz Skraba

Found 5 papers, 2 papers with code

Euler Characteristic Surfaces

1 code implementation16 Feb 2021 Gabriele Beltramo, Rayna Andreeva, Ylenia Giarratano, Miguel O. Bernabeu, Rik Sarkar, Primoz Skraba

While topological data analysis of higher-dimensional parameter spaces using stronger invariants such as homology continues to be the subject of intense research, Euler characteristic is more manageable theoretically and computationally, and this analysis can be seen as an important intermediary step in multi-parameter topological data analysis.

Topological Data Analysis Algebraic Topology Computational Geometry

Wasserstein Stability for Persistence Diagrams

no code implementations30 Jun 2020 Primoz Skraba, Katharine Turner

Most results in the literature phrase stability in terms of the bottleneck distance between diagrams and the $\infty$-norm of perturbations.

Topological Data Analysis Algebraic Topology

A Topology Layer for Machine Learning

3 code implementations29 May 2019 Rickard Brüel-Gabrielsson, Bradley J. Nelson, Anjan Dwaraknath, Primoz Skraba, Leonidas J. Guibas, Gunnar Carlsson

Topology applied to real world data using persistent homology has started to find applications within machine learning, including deep learning.

BIG-bench Machine Learning

Topology-Aware Surface Reconstruction for Point Clouds

no code implementations29 Nov 2018 Rickard Brüel Gabrielsson, Vignesh Ganapathi-Subramanian, Primoz Skraba, Leonidas J. Guibas

We present an approach to inform the reconstruction of a surface from a point scan through topological priors.

Computational Geometry Graphics

News Across Languages - Cross-Lingual Document Similarity and Event Tracking

no code implementations22 Dec 2015 Jan Rupnik, Andrej Muhic, Gregor Leban, Primoz Skraba, Blaz Fortuna, Marko Grobelnik

Within a recently developed system Event Registry we examine two aspects of this problem: how to compare articles in different languages and how to link collections of articles in different languages which refer to the same event.

Cannot find the paper you are looking for? You can Submit a new open access paper.