Nina Otter

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Computational Geometry

Persistent Homology

Top Venues

SIAM J. Appl. Algebra Geom.

Publications

Shuang Liang, Renata Turkes, Jiayi Li, Nina Otter, Guido Montúfar
Pull-back Geometry of Persistent Homology Encodings. Trans. Mach. Learn. Res. 2024 (2024)
Renata Turkes, Guido Montúfar, Nina Otter
On the effectiveness of persistent homology. CoRR (2022)
Renata Turkes, Guido F. Montúfar, Nina Otter
On the Effectiveness of Persistent Homology. NeurIPS (2022)
Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yuguang Wang, Pietro Liò, Guido F. Montúfar, Michael M. Bronstein
Weisfeiler and Lehman Go Cellular: CW Networks. NeurIPS (2021)
Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yu Guang Wang, Pietro Liò, Guido Montúfar, Michael M. Bronstein
Weisfeiler and Lehman Go Cellular: CW Networks. CoRR (2021)
Cristian Bodnar, Fabrizio Frasca, Yu Guang Wang, Nina Otter, Guido Montúfar, Pietro Liò, Michael M. Bronstein
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks. CoRR (2021)
Cristian Bodnar, Fabrizio Frasca, Yuguang Wang, Nina Otter, Guido F. Montúfar, Pietro Lió, Michael M. Bronstein
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks. ICML (2021)
Guido Montúfar, Nina Otter, Yuguang Wang
Can neural networks learn persistent homology features? CoRR (2020)
Nina Otter, Mason A. Porter
A unified framework for equivalences in social networks. CoRR (2020)
Heather A. Harrington, Nina Otter, Hal Schenck, Ulrike Tillmann
Stratifying Multiparameter Persistent Homology. SIAM J. Appl. Algebra Geom. 3 (3) (2019)
Nina Otter, Mason A. Porter, Ulrike Tillmann, Peter Grindrod, Heather A. Harrington
A roadmap for the computation of persistent homology. EPJ Data Sci. 6 (1) (2017)
Nina Otter, Mason A. Porter, Ulrike Tillmann, Peter Grindrod, Heather A. Harrington
A roadmap for the computation of persistent homology. CoRR (2015)