Nina Otter

3 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (5) 🌉 Interdisciplinary Bridge

Conferences

NIPS (2) ICML (1)

Top co-authors

Yuguang Wang (2) Pietro Lió (2) Guido F. Montufar (2) Michael Bronstein (2) Cristian Bodnar (2) Fabrizio Frasca (2) Guido F Montufar (1) Renata Turkes (1)

Keywords

weisfeiler-lehman test (2) graph neural network (2) topological data analysis (2) simplicial complex (2) message passing (2) topological learning (1) cell complex (1) shape analysis (1) curvature detection (1) point cloud (1) persistent homology (1) linear region (1) higher-order structure (1)

Papers

On the Effectiveness of Persistent Homology NIPS 2022

Weisfeiler and Lehman Go Cellular: CW Networks NIPS 2021

Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 2021