Concepedia

Mathias Berglund

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Publications

11

Citations

1.8K

H-Index

11

Active since

2014

Affiliations

Aalto University(Current)

Dalle Molle Institute for Artificial Intelligence Research

Nokia (Finland)

University of Applied Sciences and Arts of Southern Switzerland

Université de Montréal

Mathias Berglund is an author at Aalto University specializing in computer science, machine learning, and computing.

Publications per year

2014–2022

11

Publications

11

Semi-Supervised Learning with Ladder Networks

Antti Rasmus, Harri Valpola, Mikko Honkala et al. · 2015 · 664 citations

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Semi-Supervised Learning with Ladder Networks

Antti Rasmus, Harri Valpola, Mikko Honkala et al. · arXiv (Cornell University) · 2015 · 597 citations · Full text

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33rd International Conference on Machine Learning, ICML 2016

Jelena Luketina, Mathias Berglund, Klaus Greff et al. · International Conference on Machine Learning · 2016 · 161 citations

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Bidirectional recurrent neural networks as generative models

Mathias Berglund, Tapani Raiko, Mikko Honkala et al. · Neural Information Processing Systems · 2015 · 96 citations

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Techniques for Learning Binary Stochastic Feedforward Neural Networks

Tapani Raiko, Mathias Berglund, Guillaume Alain et al. · arXiv (Cornell University) · 2015 · 87 citations · Full text

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