Lukas Silvester Barth

According to our database, Lukas Silvester Barth authored at least 8 papers between 2024 and 2025.

Collaborative distances:

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

2025

Probabilistic Foundations of Fuzzy Simplicial Sets for Nonlinear Dimensionality Reduction.

Janis Keck, Lukas Silvester Barth, Fatemeh Fahimi, Parvaneh Joharinad, Jürgen Jost

CoRR, December, 2025

Fuzzy Simplicial Sets and Their Application to Geometric Data Analysis.

Lukas Silvester Barth, Hannaneh Fahimi, Parvaneh Joharinad, Jürgen Jost, Janis Keck, Thomas Jan Mikhail

Appl. Categorical Struct., October, 2025

Probabilistic and nonlinear compressive sensing.

Lukas Silvester Barth, Paulo von Petersenn

CoRR, September, 2025

Geometry and Dress groups with non-symmetric cost functions.

Lukas Silvester Barth, Parvaneh Joharinad, Jürgen Jost, Walter Wenzel

CoRR, June, 2025

Efficient compression of neural networks and datasets.

Lukas Silvester Barth, Paulo von Petersenn

CoRR, May, 2025

Merging Hazy Sets with m-Schemes: A Geometric Approach to Data Visualization.

Lukas Silvester Barth, Hannaneh Fahimi, Parvaneh Joharinad, Jürgen Jost, Janis Keck

CoRR, March, 2025

IsUMap: Manifold Learning and Data Visualization Leveraging Vietoris-Rips Filtrations.

Parvaneh Joharinad, Hannaneh Fahimi, Lukas Silvester Barth, Janis Keck, Jürgen Jost

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

IsUMap: Manifold Learning and Data Visualization leveraging Vietoris-Rips filtrations.

Lukas Silvester Barth, Fatemeh Fahimi, Parvaneh Joharinad, Jürgen Jost, Janis Keck

CoRR, 2024