Luis Scoccola
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Keywords
persistent homology
(2)
optimization
(2)
simplicial complexes
(1)
gradient descent
(1)
density-based clustering
(1)
multiparameter persistence
(1)
mapper graph
(1)
rips complex
(1)
topological descriptor
(1)
signed barcode
(1)
barcode
(1)
differentiability
(1)
multiparameter persistent homology
(1)
topological terms
(1)
cover learning
(1)
geometric datasets
(1)
hierarchical clustering
(1)
topologically-faithful covers
(1)
topological data analysis
(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
NeurIPS 2023