Luis Scoccola

4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird

Conferences

ICML (2) JMLR (1) NIPS (1)

Top co-authors

Steve OUDOT (2) Mathieu Carrière (2) David Loiseaux (2) Siddharth Setlur (1) Uzu Lim (1) Heather A. Harrington (1) Magnus Bakke Botnan (1) Alexander Rolle (1)

Keywords

persistent homology (2) topological data analysis (1) density-based clustering (1) multiparameter persistence (1) rips complex (1) topological descriptor (1) hierarchical clustering (1) signed barcode (1)

Papers

Cover learning for large-scale topology representation ICML 2025

Differentiability and Optimization of Multiparameter Persistent Homology ICML 2024

Stable and Consistent Density-Based Clustering via Multiparameter Persistence JMLR 2024

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures NIPS 2023