Luis Scoccola

26 papers A* 7Journal 19
YearRankTypeTitle / Venue / Authors
2025 A* conf
Computing Betti Tables and Minimal Presentations of Zero-Dimensional Persistent Homology.
SoCG
Dmitriy Morozov, Luis Scoccola
2025 J jnl
Counts and end-curves in two-parameter persistence.
CoRR
Thomas Brüstle, Steve Oudot, Luis Scoccola, Hugh Thomas
2025 J jnl
Cover Learning for Large-Scale Topology Representation.
CoRR
Luis Scoccola, Uzu Lim, Heather A. Harrington
2025 A* conf
Cover learning for large-scale topology representation.
ICML
Luis Scoccola, Uzu Lim, Heather A. Harrington
2024 J jnl
Computing Betti tables and minimal presentations of zero-dimensional persistent homology.
CoRR
Dmitriy Morozov, Luis Scoccola
2024 J jnl
Decomposing zero-dimensional persistent homology over rooted tree quivers.
CoRR
Riju Bindua, Thomas Brüstle, Luis Scoccola
2024 A* conf
Differentiability and Optimization of Multiparameter Persistent Homology.
ICML
Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot
2024 J jnl
Differentiability and Optimization of Multiparameter Persistent Homology.
CoRR
Luis Scoccola, Siddharth Setlur, David Loiseaux, Mathieu Carrière, Steve Oudot
2024 J jnl
On the Stability of Multigraded Betti Numbers and Hilbert Functions.
SIAM J. Appl. Algebra Geom.
Steve Oudot, Luis Scoccola
2024 J jnl
Stable and Consistent Density-Based Clustering via Multiparameter Persistence.
J. Mach. Learn. Res.
Alexander Rolle, Luis Scoccola
2023 J jnl
DREiMac: Dimensionality Reduction with Eilenberg-MacLane Coordinates.
J. Open Source Softw.
Jose A. Perea, Luis Scoccola, Christopher J. Tralie
2023 A* conf
FibeRed: Fiberwise Dimensionality Reduction of Topologically Complex Data with Vector Bundles.
SoCG
Luis Scoccola, Jose A. Perea
2023 J jnl
Persistable: persistent and stable clustering.
J. Open Source Softw.
Luis Scoccola, Alexander Rolle
2023 A* conf
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures.
NeurIPS
David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
2023 J jnl
Stable Vectorization of Multiparameter Persistent Homology using Signed Barcodes as Measures.
CoRR
David Loiseaux, Luis Scoccola, Mathieu Carrière, Magnus Bakke Botnan, Steve Oudot
2023 A* conf
Toroidal Coordinates: Decorrelating Circular Coordinates with Lattice Reduction.
SoCG
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
2022 J jnl
Fiberwise dimensionality reduction of topologically complex data with vector bundles.
CoRR
Luis Scoccola, Jose A. Perea
2022 J jnl
On the bottleneck stability of rank decompositions of multi-parameter persistence modules.
CoRR
Magnus Bakke Botnan, Steffen Oppermann, Steve Oudot, Luis Scoccola
2022 J jnl
Toroidal Coordinates: Decorrelating Circular Coordinates With Lattice Reduction.
CoRR
Luis Scoccola, Hitesh Gakhar, Johnathan Bush, Nikolas Schonsheck, Tatum Rask, Ling Zhou, Jose A. Perea
2021 J jnl
Approximate and discrete Euclidean vector bundles.
CoRR
Luis Scoccola, Jose A. Perea
2021 J jnl
On the stability of multigraded Betti numbers and Hilbert functions.
CoRR
Steve Oudot, Luis Scoccola
2020 J jnl
Nilpotent types and fracture squares in homotopy type theory.
Math. Struct. Comput. Sci.
Luis Scoccola
2020 J jnl
Stable and consistent density-based clustering.
CoRR
Alexander Rolle, Luis Scoccola
2020 A* conf
The Integers as a Higher Inductive Type.
LICS
Thorsten Altenkirch, Luis Scoccola
2020 J jnl
The Integers as a Higher Inductive Type.
CoRR
Thorsten Altenkirch, Luis Scoccola
2019 J jnl
Spaces of Clusterings.
CoRR
Alexander Rolle, Luis Scoccola