Luis Scoccola
Scholar

Luis Scoccola

Google Scholar ID: PCnYVBsAAAAJ
CRM-ISM - LaCIM@Université du Québec à Montréal - Université de Sherbrooke
computational topology and geometrygeometric machine learningpersistence theorytype theory
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Citations & Impact
All-time
Citations
353
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗
Publications
6 items
Conversational Task Disambiguation over Tabular Data: Leakage-Aware Formulation, Benchmark Suite, and Training
2026
Cited
0
An Algebraic Introduction to Persistence
2026
Cited
0
Counts and end-curves in two-parameter persistence
2025
Cited
0
Cover Learning for Large-Scale Topology Representation
2025
Cited
0
Computing Betti tables and minimal presentations of zero-dimensional persistent homology
arXiv.org · 2024
Cited
1
Stable and consistent density-based clustering via multiparameter persistence
2020
Cited
8
Resume
Academic Achievements
  • Publications:
  • - Mathematics (14): Including articles in International Mathematics Research Notices, Symposium on Computational Geometry, Advances in Mathematics, etc.
  • - Machine Learning and Data Science (6): Including papers in ICML, NeurIPS, etc.
Research Experience
  • - Affiliated with Laboratoire d'Algèbre, de Combinatoire et d'Informatique Mathématique at Université du Québec à Montréal
  • - Previously, Research Associate in the Department of Mathematics at the University of Oxford
Education
  • PhD, University of Western Ontario (2020)
  • - Advisor: Not mentioned
Background
  • Mathematician, interested in:
  • - AI for Reasoning and Mathematics via Generative Models, Formal Methods, and Reinforcement Learning
  • - Geometric Machine Learning and Geometric Data Science
  • - Computational Topology & Geometry and Topological & Geometric Inference
  • - Persistence Theory and Representation Theory of Posets
  • - Type Theory and Univalent Foundations