Facundo Mémoli

8 papers · 2010–2025 · 3 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🏃 Academic Marathon (15) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (5) 🗺️ Taxonomy Completionist (14) 🌉 Interdisciplinary Bridge 🧬 Topic Evolution 📈 Trend Setter

Conferences

JMLR (4) ICML (3) NIPS (1)

Top co-authors

Gunnar Carlsson (2) Zhengchao Wan (2) Samir Chowdhury (1) Hanbaek Lyu (1) David Sivakoff (1) Samantha Chen (1) Martin Bauer (1) Mao Nishino (1) Robert C. Williamson (1) Alejandro Ribeiro (1)

Keywords

metric space (3) optimal transport (3) hierarchical clustering (3) gromov-wasserstein distance (2) network analysis (2) markov chain (1) weisfeiler-lehman test (1) mixing time (1) network clustering (1) approximation algorithm (1) graph isomorphism (1) graph kernel (1) doubling dimension (1) sampling bia (1) graph sampling (1) mean shift (1) graph homomorphism (1) subgraph classification (1) gromov-hausdorff distance (1) risk distance (1)

Papers

The Z-Gromov-Wasserstein Distance JMLR 2025

Geometry and Stability of Supervised Learning Problems JMLR 2025

Sampling random graph homomorphisms and applications to network data analysis JMLR 2023

Weisfeiler-Lehman Meets Gromov-Wasserstein ICML 2022

The Wasserstein Transform ICML 2019

Improved Error Bounds for Tree Representations of Metric Spaces NIPS 2016

Hierarchical Quasi-Clustering Methods for Asymmetric Networks ICML 2014

Characterization, Stability and Convergence of Hierarchical Clustering Methods JMLR 2010