2025

Artificial Intelligence and Topology for Autonomous Wheelchairs.

Applied Topology in Poznań Conference

Adam Mickiewicz University, Poznan, Poland

Link to the abstract Link to the slides

Graph-Based Behavior Modulation for Enhancing Multi-Agent Navigation.

XXI Spanish Meeting on Computational Geometry

University of Cantabria, Spain

Link to the abstract Link to the slides

Computational topology for safe, reliable, explainable and green Artificial Intelligence.

2025's DataShape Workshop

Porquerolles, France

Link to the abstract Link to the slides

The Induced Matching Distance: A Novel Topological Metric with Applications in Robotics.

European Workshop on Computational Geometry (EuroCG'25)

Liblice, Czech Republic

Link to the abstract Link to the slides

[Tutorial] Topology and data reduction.

Tutorial-a-thon 2025 Spring

Organized by the Applied Algebraic Topology Research Network

Link to the tutorial

Topology and data reduction.

RSME's 7th Congress of Young Researchers

University of the Basque Country, Spain

Link to the abstract Link to the slides

2024

Computational Topology for Data Analysis.

Dalle Molle Institute for Artificial Intelligence (IDSIA), Switzerland

Link to the slides

[Poster] Topology-based Data Reduction for Green Deep Learning.

Presented at Spires 2024 Conference (University of Oxford, United Kingdom) and GATMAID 2024 summer school (Autonomous University of Barcelona, Spain)

Link to the poster

2023

Topology-based Data Reduction for Green Deep Learning.

4th Computational Topology-Neural Networks Meeting

University of Seville, Spain

Link to the abstract Link to the slides

A study on persistent homology with integer coefficients.

6th EACA International School on Computer Algebra, Computational Topology-Neural Networks Meeting and its Applications

University of Santiago de Compostela, Spain

Link to the abstract Link to the slides