Gunnar Carlsson

3 papers · 2010–2023 · 2 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🏃 Academic Marathon (13) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

JMLR (2) ICML (1)

Top co-authors

Facundo Mémoli (2) Ephy R. Love (1) Vasileios Maroulas (1) Alejandro Ribeiro (1) Santiago Segarra (1) Benjamin Filippenko (1)

Keywords

hierarchical clustering (2) network analysis (1) convolutional neural network (1) parameter efficiency (1) gromov-hausdorff distance (1) asymmetric network (1) topological manifold (1) image classification (1) ultrametric space (1)

Papers

Topological Convolutional Layers for Deep Learning JMLR 2023

Hierarchical Quasi-Clustering Methods for Asymmetric Networks ICML 2014

Characterization, Stability and Convergence of Hierarchical Clustering Methods JMLR 2010