Harri Valpola

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Tapani Raiko

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Publications

2015
[c15]
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Antti Rasmus, Mathias Berglund, Mikko Honkala, Harri Valpola, Tapani Raiko:
Semi-supervised Learning with Ladder Networks. NIPS 2015: 3546-3554
[c14]
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  - journals/corr/RasmusRV14
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Antti Rasmus, Tapani Raiko, Harri Valpola:
Denoising autoencoder with modulated lateral connections learns invariant representations of natural images. ICLR (Workshop) 2015
[i4]
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Antti Rasmus, Harri Valpola, Tapani Raiko:
Lateral Connections in Denoising Autoencoders Support Supervised Learning. CoRR abs/1504.08215 (2015)
[i3]
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Antti Rasmus, Harri Valpola, Mikko Honkala, Mathias Berglund, Tapani Raiko:
Semi-Supervised Learning with Ladder Network. CoRR abs/1507.02672 (2015)
2013
[c13]
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  - conf/iconip/VatanenRVL13
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Tommi Vatanen, Tapani Raiko, Harri Valpola, Yann LeCun:
Pushing Stochastic Gradient towards Second-Order Methods - Backpropagation Learning with Transformations in Nonlinearities. ICONIP (1) 2013: 442-449
[c12]
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  - journals/corr/abs-1301-3476
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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
2012
[c11]
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  - electronic edition @ mlr.press (open access)
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Tapani Raiko, Harri Valpola, Yann LeCun:
Deep Learning Made Easier by Linear Transformations in Perceptrons. AISTATS 2012: 924-932
[i1]
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  - journals/corr/abs-1207-1380
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Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen:
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. CoRR abs/1207.1380 (2012)
2007
[j12]
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  - journals/jmlr/RaikoVHK07
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Tapani Raiko, Harri Valpola, Markus Harva, Juha Karhunen:
Building Blocks for Variational Bayesian Learning of Latent Variable Models. J. Mach. Learn. Res. 8: 155-201 (2007)
2005
[c5]
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  - electronic edition @ dslpitt.org (archived)
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  - conf/uai/HarvaRHVK05
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Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen:
Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. UAI 2005: 259-266

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