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Yossi Bokor


Research Interests

My current research interest is Geometric and Topological Data Analysis, and my PhD supervisor's are Dr Kate Turner and Professor Stephan Tillmann. I completed a Bachelor of Arts (Honours) at the University of Sydney, and my Honours Thesis was in Algebraic Geometry, supervised by Dr Emma Carberry, after which I completed a Master of Mathematical Sciences at ANU.

In particular, I am intersted in questions focusing on object recovery and object classification. These questions arise naturally in many areas of science, in particular biology.

Writings

  • Yossi Bokor, Katharine Turner, Christopher Williams, Reconstructing linearly embedded graphs: A first step to stratified space learning. Foundations of Data Science, doi: 10.3934/fods.2021026.
  • Yossi Bokor, Daniel Grixti-Cheng, Markus Hegland, Stephen Roberts, and Katharine Turner, Stratified Space Learning: Reconstrucing Embedded Graphs (2019).
  • Yossi Bokor, Honours Thesis, The University of Sydney (2017).
  • Code

  • Skyler is Julia package which identifies the coarsest abstract graph structure underlying a point cloud, and modells it. Currently, we are restricted to graphs with linear edges which satisfy conditions detailed below. See the paper 'Reconstructing linearly embedded graphs: A first step to stratified space learning'.
  • DiscretePersistentHomologyTransform is a Julia package for calculating the Persistent Homology Transform.
  • Talks

  • May, 2021: Asia Pacific Seminar on Applied Topology and Geometry, about Learning linearly embedded graphs, with notes.
  • September, 2020: seminar in the Applied Topology Seminar, Mathematical Institute, University of Oxford, on Differentiating Lychees and Grapes, with notes.
  • June, 2020: seminar in the Graduates Reminisce Online On Topology (GROOT) Summer Seminar. A recording can be found on YouTube.
  • December, 2019: seminar at the Institute for Mathematical Stochastics, University of Göttingen.
  • December 2019: seminar at EPFL Applied Topology Seminar abo ut reconstructing embedded graphs from point cloud samples.
  • December 2019: talk at MODSIM 2019, about the paper Stratified Space Learning: Reconstrucing Embedded Graphs.
  • July 2019: talk at the Young Topologists Meeting 2019, in Lausanne, about Stratified Space Learning.
  • March 2019: seminar to the School of Mathematical and Physical Sciences, University of Newcastle in March, 2019. There is a video on slide 5 which won't work, but you can follow the link.
  • August 2017: talk to the Mathematics Postgraduate Society at The University of Sydney, about resolving singularities of plane algebraic curves.

  • Maintained by YB. Heavily inspired by Yusra.