Luis Scoccola

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 18

Top Topics

Dimensionality Reduction

Top Venues

J. Open Source Softw.

Publications

Steve Oudot, Luis Scoccola
On the Stability of Multigraded Betti Numbers and Hilbert Functions. SIAM J. Appl. Algebra Geom. 8 (1) (2024)
Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot
Differentiability and Optimization of Multiparameter Persistent Homology. CoRR (2024)
Luis Scoccola, Jose A. Perea
FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles. SoCG (2023)
David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. CoRR (2023)
Jose A. Perea, Luis Scoccola, Christopher J. Tralie
DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates. J. Open Source Softw. 8 (92) (2023)
David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures. NeurIPS (2023)
Luis Scoccola, Alexander Rolle
Persistable: persistent and stable clustering. J. Open Source Softw. 8 (83) (2023)
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction. SoCG (2023)
Luis Scoccola, Jose A. Perea
Fiberwise dimensionality reduction of topologically complex data with vector bundles. CoRR (2022)
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
Toroidal Coordinates: Decorrelating Circular Coordinates With Lattice Reduction. CoRR (2022)
Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot, Luis Scoccola
On the bottleneck stability of rank decompositions of multi-parameter persistence modules. CoRR (2022)
Luis Scoccola, Jose A. Perea
Approximate and discrete Euclidean vector bundles. CoRR (2021)
Steve Oudot, Luis Scoccola
On the stability of multigraded Betti numbers and Hilbert functions. CoRR (2021)
Thorsten Altenkirch, Luis Scoccola
The Integers as a Higher Inductive Type. LICS (2020)
Thorsten Altenkirch, Luis Scoccola
The Integers as a Higher Inductive Type. CoRR (2020)
Luis Scoccola
Nilpotent types and fracture squares in homotopy type theory. Math. Struct. Comput. Sci. 30 (5) (2020)
Alexander Rolle, Luis Scoccola
Stable and consistent density-based clustering. CoRR (2020)
Alexander Rolle, Luis Scoccola
Spaces of Clusterings. CoRR (2019)