Topics in TDA

Journal Club

Michael Bleher, Maximilian Schmahl, Daniel Spitz
Heidelberg University

Coordinates

Schedule

Date Topic Info Speaker
25 Oct 2021 Introduction and organisation   Michael Bleher, Maximilian Schmahl, Daniel Spitz
01 Nov 2021 Allerheiligen (holiday)  
08 Nov 2021 Embedding of persistence diagrams Mitra A., Proc. Amer. Math. Soc. 149 (2021), 2693–2703 — arXiv:1905.09337 Atish Mitra
15 Nov 2021 Applications of TDA to DNA data Hahn H. et al., Cancers 13 (2021):5561 — doi:10.3390/cancers13215561 Jonas Weidner
22 Nov 2021 Compact representations of simplicial complexes and classification algorithms Rolando Kindelan Nuñez (2021) — arXiv:2102.03709 Rolando Kindelan
29 Nov 2021 UMAP and manifold learning McInnes et al., J. Open Source Software 3 (29), 861 (2018) — arXiv:1802.03426 Paul Snopov
06 Dec 2021 Optimal embedding of manifolds into Euclidean spaces   Ilja Sirajlović
13 Dec 2021 Session reserved  
20 Dec 2021 Session reserved  
— Christmas break —  
10 Jan 2022 On UMAP’s true loss function Damrich S., Hamprecht F.A., NeurIPS 2021 (pre-proceedings) Sebastian Damrich
17 Jan 2022 Circle-valued persistence Burghelea D., Dey T.K., Discrete Comput. Geom. 50 (2013), 69–98 — doi:10.1007/s00454-013-9497-x Clemens Bannwart
24 Jan 2022 Session reserved  
31 Jan 2022 Session reserved  
07 Feb 2022 Session reserved