Lauri Seppäläinen

According to our database, Lauri Seppäläinen authored at least 5 papers between 2023 and 2025.

Collaborative distances:

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

2025

Fast and Interpretable Machine Learning Modelling of Atmospheric Molecular Clusters.

Lauri Seppäläinen, Jakub Kubecka, Jonas Elm, Kai Puolamäki

CoRR, September, 2025

ExplainReduce: Summarising local explanations via proxies.

Lauri Seppäläinen, Mudong Guo, Kai Puolamäki

CoRR, February, 2025

GRADSTOP: Early Stopping of Gradient Descent via Posterior Sampling.

Arash Jamshidi, Lauri Seppäläinen, Katsiaryna Haitsiukevich, Hoang Phuc Hau Luu, Anton Björklund, Kai Puolamäki

Proceedings of the ECAI 2025 - 28th European Conference on Artificial Intelligence, 25-30 October 2025, Bologna, Italy, 2025

2024

SLIPMAP: Fast and Robust Manifold Visualisation for Explainable AI.

Anton Björklund, Lauri Seppäläinen, Kai Puolamäki

Proceedings of the Advances in Intelligent Data Analysis XXII, 2024

2023

Using Slisemap to interpret physical data.

Lauri Seppäläinen, Anton Björklund, Vitus Besel, Kai Puolamäki

CoRR, 2023