Leo Kärkkäinen

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 5

Top Topics

Hierarchical Hidden Markov Models

Recurrent Neural Networks

Generative Model

Top Venues

PLoS Comput. Biol.

Publications

Joel Jaskari, Jaakko Sahlsten, Theodoros Damoulas, Jeremias Knoblauch, Simo Särkkä, Leo Kärkkäinen, Kustaa Hietala, Kimmo Kaski
Uncertainty-aware deep learning methods for robust diabetic retinopathy classification. CoRR (2022)
Joel Jaskari, Jaakko Sahlsten, Theodoros Damoulas, Jeremias Knoblauch, Simo Särkkä, Leo Kärkkäinen, Kustaa Hietala, Kimmo K. Kaski
Uncertainty-Aware Deep Learning Methods for Robust Diabetic Retinopathy Classification. IEEE Access 10 (2022)
Janne M. J. Huttunen, Leo Kärkkäinen, Harri Lindholm
Pulse transit time estimation of aortic pulse wave velocity and blood pressure using machine learning and simulated training data. PLoS Comput. Biol. 15 (8) (2019)
Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, Juha Karhunen
Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series. CoRR (2015)
Mathias Berglund, Tapani Raiko, Mikko Honkala, Leo Kärkkäinen, Akos Vetek, Juha Karhunen
Bidirectional Recurrent Neural Networks as Generative Models. NIPS (2015)