Nina Otter

According to our database, Nina Otter authored at least 11 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Fractal dimensions of complex networks: advocating for a topological approach.

Rayna Andreeva, Haydeé Contreras-Peruyero, Sanjukta Krishnagopal, Nina Otter, Maria Antonietta Pascali, Elizabeth Thompson

CoRR, June, 2025

2024

Pull-back Geometry of Persistent Homology Encodings.

Shuang Liang, Renata Turkes, Jiayi Li, Nina Otter, Guido Montúfar

Trans. Mach. Learn. Res., 2024

Shoving tubes through shapes gives a sufficient and efficient shape statistic.

Adam Onus, Nina Otter, Renata Turkes

CoRR, 2024

Time-optimal persistent homology representatives for univariate time series.

Antonio Leitao, Nina Otter

CoRR, 2024

2022

On the Effectiveness of Persistent Homology.

Renata Turkes, Guido F. Montúfar, Nina Otter

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Weisfeiler and Lehman Go Cellular: CW Networks.

Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yuguang Wang, Pietro Liò, Guido F. Montúfar, Michael M. Bronstein

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks.

Cristian Bodnar, Fabrizio Frasca, Yuguang Wang, Nina Otter, Guido F. Montúfar, Pietro Lió, Michael M. Bronstein

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Can neural networks learn persistent homology features?

Guido Montúfar, Nina Otter, Yuguang Wang

CoRR, 2020

A unified framework for equivalences in social networks.

Nina Otter, Mason A. Porter

CoRR, 2020

2019

Stratifying Multiparameter Persistent Homology.

Heather A. Harrington, Nina Otter, Hal Schenck, Ulrike Tillmann

SIAM J. Appl. Algebra Geom., 2019

2017

A roadmap for the computation of persistent homology.

Nina Otter, Mason A. Porter, Ulrike Tillmann, Peter Grindrod, Heather A. Harrington

EPJ Data Sci., 2017