Otter, Nina

6 publications

TMLR 2024 Pull-Back Geometry of Persistent Homology Encodings Shuang Liang, Renata Turkes, Jiayi Li, Nina Otter, Guido Montufar

NeurIPS 2022 On the Effectiveness of Persistent Homology Renata Turkes, Guido F. Montufar, Nina Otter

NeurIPS 2021 Weisfeiler and Lehman Go Cellular: CW Networks Cristian Bodnar, Fabrizio Frasca, Nina Otter, Yuguang Wang, Pietro Liò, Guido F. Montufar, Michael Bronstein

ICML 2021 Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks Cristian Bodnar, Fabrizio Frasca, Yuguang Wang, Nina Otter, Guido F Montufar, Pietro Lió, Michael Bronstein

ICLRW 2021 Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks Cristian Bodnar, Fabrizio Frasca, Yu Guang Wang, Nina Otter, Guido Montufar, Pietro Liò, Michael M. Bronstein

NeurIPSW 2020 Can Neural Networks Learn Persistent Homology Features? Guido Montufar, Nina Otter, Yu Guang Wang