Harri Valpola
8 papers
· 2005–2019
· 3 conferences
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
π
Academic Marathon
(14)
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Conference Polyglot
(3)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
π
Cross-Pollinator
(15)
π£
Hot Topic Early Bird
πΊοΈ
Taxonomy Completionist
(20)
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Keyword Trendsetter Combo
(4)
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Keyword Champion
(2)
π§¬
Topic Evolution
π±
Topic Pioneer
π
Trend Setter
Conferences
NIPS (5)
JMLR (2)
AISTATS (1)
Top co-authors
Keywords
semi-supervised learning
(4)
ladder network
(2)
unsupervised learning
(2)
iterative inference
(2)
sample efficiency
(1)
deep learning
(1)
representation learning
(1)
variational inference
(1)
image segmentation
(1)
independent component analysis
(1)
source separation
(1)
em algorithm
(1)
temporal modeling
(1)
natural gradient
(1)
trajectory optimization
(1)
gradient descent
(1)
variational free energy
(1)
model-based reinforcement learning
(1)
fisher information matrix
(1)
feature learning
(1)
Papers
Recurrent Ladder Networks
NIPS 2017
Denoising Source Separation
JMLR 2005