Tommi Vatanen

Publication Activity (10 Years)

Years Active: 2010-2015
Publications (10 Years): 1

Top Topics

Incomplete Data Sets

Stochastic Gradient

Top Venues

ICLR (Workshop Poster)

Publications

Tommi Vatanen, Maria Osmala, Tapani Raiko, Krista Lagus, Marko Sysi-Aho, Matej Oresic, Timo Honkela, Harri Lähdesmäki
Self-organization and missing values in SOM and GTM. Neurocomputing 147 (2015)
Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun
Pushing Stochastic Gradient towards Second-Order Methods - Backpropagation Learning with Transformations in Nonlinearities. ICONIP (1) (2013)
Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun
Pushing Stochastic Gradient towards Second-Order Methods -- Backpropagation Learning with Transformations in Nonlinearities ICLR (Workshop Poster) (2013)
Tommi Vatanen, Ilari T. Nieminen, Timo Honkela, Tapani Raiko, Krista Lagus
Controlling Self-Organization and Handling Missing Values in SOM and GTM. WSOM (2012)
Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, Yoshikazu Nagai
Semi-supervised detection of collective anomalies with an application in high energy particle physics. IJCNN (2012)
Krista Lagus, Tommi Vatanen, Oili Kettunen, Antti Heikkilä, Matti Heikkilä, Mika Pantzar, Timo Honkela
Paths of Wellbeing on Self-Organizing Maps. WSOM (2012)
Tommi Vatanen, Jaakko J. Väyrynen, Sami Virpioja
Language Identification of Short Text Segments with N-gram Models. LREC (2010)