Mathias Berglund
Mathias Berglund
The Curious AI Company
Verified email at cai.fi
Title
Cited by
Cited by
Year
Semi-supervised learning with ladder networks
A Rasmus, M Berglund, M Honkala, H Valpola, T Raiko
Advances in neural information processing systems, 3546-3554, 2015
8312015
Techniques for learning binary stochastic feedforward neural networks
T Raiko, M Berglund, G Alain, L Dinh
arXiv preprint arXiv:1406.2989, 2014
912014
Scalable gradient-based tuning of continuous regularization hyperparameters
J Luketina, M Berglund, K Greff, T Raiko
International conference on machine learning, 2952-2960, 2016
672016
Tagger: Deep unsupervised perceptual grouping
K Greff, A Rasmus, M Berglund, T Hao, H Valpola, J Schmidhuber
Advances in Neural Information Processing Systems, 4484-4492, 2016
572016
Bidirectional recurrent neural networks as generative models
M Berglund, T Raiko, M Honkala, L Kärkkäinen, A Vetek, JT Karhunen
Advances in Neural Information Processing Systems, 856-864, 2015
482015
Measuring the usefulness of hidden units in Boltzmann machines with mutual information
M Berglund, T Raiko, K Cho
Neural Networks 64, 12-18, 2015
162015
Bidirectional recurrent neural networks as generative models-reconstructing gaps in time series
M Berglund, T Raiko, M Honkala, L Kärkkäinen, A Vetek, J Karhunen
arXiv preprint arXiv:1504.01575, 2015
102015
Stochastic gradient estimate variance in contrastive divergence and persistent contrastive divergence
M Berglund, T Raiko
arXiv preprint arXiv:1312.6002, 2013
82013
Measuring the usefulness of hidden units in boltzmann machines with mutual information
M Berglund, T Raiko, KH Cho
International Conference on Neural Information Processing, 482-489, 2013
52013
Regularizing trajectory optimization with denoising autoencoders
R Boney, N Di Palo, M Berglund, A Ilin, J Kannala, A Rasmus, H Valpola
Advances in Neural Information Processing Systems, 2859-2869, 2019
12019
Generating using a bidirectional RNN variations to music
M Honkala, LMJ Kärkkäinen, A Vetek, M Berglund
US Patent 10,572,447, 2020
2020
Unsupervised Networks, Stochasticity and Optimization in Deep Learning
M Berglund
Aalto University, 2017
2017
Palveluiden logistiikan suorituskyvyn mittaaminen
MPE Berglund
Teknillinen korkeakoulu, 2007
2007
Unsupervised Learning of Multiple Languages Using Recurrent Neural Networks
MP Nieto, M Berglund, T Raiko
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Articles 1–14