Tobias Hille

According to our database, Tobias Hille authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

Unsupervised Selection of Features by Their Resilience to the Curse of Dimensionality.

Maximilian Stubbemann, Tobias Hille, Tom Hanika

Proceedings of the KI 2025: Advances in Artificial Intelligence, 2025

Incomplete Formal Contexts and Their Intrinsic Dimension.

Tobias Hille, Tom Hanika

Proceedings of the Conceptual Knowledge Structures - Second International Joint Conference, 2025

Rises for Measuring Local Distributivity in Lattices.

Mohammad Abdulla, Tobias Hille, Dominik Dürrschnabel, Gerd Stumme

Proceedings of the Conceptual Knowledge Structures - Second International Joint Conference, 2025

2024

Reproducibility and Geometric Intrinsic Dimensionality: An Investigation on Graph Neural Network Research.

Tobias Hille, Maximilian Stubbemann, Tom Hanika

Trans. Mach. Learn. Res., 2024

What is the <i>intrinsic</i> dimension of your binary data? - and how to compute it quickly.

Tom Hanika, Tobias Hille

CoRR, 2024

What is the Intrinsic Dimension of Your Binary Data? - and How to Compute it Quickly.

Tom Hanika, Tobias Hille

Proceedings of the Conceptual Knowledge Structures - First International Joint Conference, 2024

2023

Selecting Features by their Resilience to the Curse of Dimensionality.

Maximilian Stubbemann, Tobias Hille, Tom Hanika

CoRR, 2023