Daan Wierstra
17 papers
· 2010–2019
· 3 conferences
· across top CS/AI conferences
Achievements
π
Interdisciplinary Bridge
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Conference Polyglot
(3)
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Academic Marathon
(9)
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Cross-Pollinator
(14)
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Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(11)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
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Trend Setter
π
Century Club
(17)
π₯
Unstoppable
(6)
ποΈ
Keyword Collector
(84)
Conferences
ICML (9)
NIPS (6)
JMLR (2)
Top co-authors
Keywords
variational inference
(4)
deep generative model
(3)
reinforcement learning
(3)
representation learning
(3)
deep reinforcement learning
(2)
recurrent neural network
(2)
few-shot learning
(2)
one-shot learning
(2)
generative model
(2)
metric learning
(1)
policy gradient
(1)
sample efficiency
(1)
gradient-based optimization
(1)
embedding learning
(1)
black-box optimization
(1)
natural gradient
(1)
approximate inference
(1)
relational reasoning
(1)
deep learning
(1)
language modeling
(1)
Papers
Learning to search with MCTSnets
ICML 2018
Relational recurrent neural networks
NIPS 2018
Neural Episodic Control
ICML 2017
Towards Conceptual Compression
NIPS 2016
Matching Networks for One Shot Learning
NIPS 2016
Weight Uncertainty in Neural Network
ICML 2015
Natural Evolution Strategies
JMLR 2014
Deterministic Policy Gradient Algorithms
ICML 2014
Deep AutoRegressive Networks
ICML 2014
PyBrain
JMLR 2010