Tommi Vatanen

According to our database, Tommi Vatanen authored at least 7 papers between 2010 and 2025.

Collaborative distances:

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

2025

Protein language models uncover carbohydrate-active enzyme function in metagenomics.

Kumar Thurimella, Ahmed M. T. Mohamed, Chenhao Li, Tommi Vatanen, Daniel B. Graham, Roisin M. Owens, Sabina Leanti La Rosa, Damian R. Plichta, Sergio Bacallado, Ramnik J. Xavier

BMC Bioinform., December, 2025

2015

Self-organization and missing values in SOM and GTM.

Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki

Neurocomputing, 2015

2013

Pushing Stochastic Gradient towards Second-Order Methods - Backpropagation Learning with Transformations in Nonlinearities.

Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun

Proceedings of the Neural Information Processing - 20th International Conference, 2013

2012

Controlling Self-Organization and Handling Missing Values in SOM and GTM.

Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Paths of Wellbeing on Self-Organizing Maps.

Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

Semi-supervised detection of collective anomalies with an application in high energy particle physics.

Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, Yoshikazu Nagai

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2010

Language Identification of Short Text Segments with N-gram Models.

Tommi Vatanen, Jaakko J. Väyrynen, Sami Virpioja

Proceedings of the International Conference on Language Resources and Evaluation, 2010