Luis Scoccola

According to our database, Luis Scoccola authored at least 15 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

On the Stability of Multigraded Betti Numbers and Hilbert Functions.

Steve Oudot, Luis Scoccola

SIAM J. Appl. Algebra Geom., March, 2024

Computing Betti tables and minimal presentations of zero-dimensional persistent homology.

Dmitriy Morozov, Luis Scoccola

CoRR, 2024

Differentiability and Optimization of Multiparameter Persistent Homology.

Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates.

Jose A. Perea, Luis Scoccola, Christopher J. Tralie

J. Open Source Softw., December, 2023

Persistable: persistent and stable clustering.

Luis Scoccola, Alexander Rolle

J. Open Source Softw., March, 2023

Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures.

David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles.

Luis Scoccola, Jose A. Perea

Proceedings of the 39th International Symposium on Computational Geometry, 2023

Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction.

Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea

Proceedings of the 39th International Symposium on Computational Geometry, 2023

2022

On the bottleneck stability of rank decompositions of multi-parameter persistence modules.

Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot, Luis Scoccola

CoRR, 2022

Fiberwise dimensionality reduction of topologically complex data with vector bundles.

Luis Scoccola, Jose A. Perea

CoRR, 2022

2021

Approximate and discrete Euclidean vector bundles.

Luis Scoccola, Jose A. Perea

CoRR, 2021

2020

Nilpotent types and fracture squares in homotopy type theory.

Luis Scoccola

Math. Struct. Comput. Sci., 2020

Stable and consistent density-based clustering.

Alexander Rolle, Luis Scoccola

CoRR, 2020

The Integers as a Higher Inductive Type.

Thorsten Altenkirch, Luis Scoccola

Proceedings of the LICS '20: 35th Annual ACM/IEEE Symposium on Logic in Computer Science, 2020

2019

Spaces of Clusterings.

Alexander Rolle, Luis Scoccola

CoRR, 2019