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Product of experts
Known as:
Poe (disambiguation)
Product of experts (PoE) is a machine learning technique. It models a probability distribution by combining the output from several simpler…
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Related topics
Related topics
3 relations
Machine learning
Mixture model
Restricted Boltzmann machine
Papers overview
Semantic Scholar uses AI to extract papers important to this topic.
2019
2019
Generative grasp synthesis from demonstration using parametric mixtures
Ermano Arruda
,
Claudio Zito
,
M. Sridharan
,
Marek Kopicki
,
J. Wyatt
arXiv.org
2019
Corpus ID: 195700033
We present a parametric formulation for learning generative models for grasp synthesis from a demonstration. We cast new light on…
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2018
2018
A Bayesian Nonparametric Topic Model with Variational Auto-Encoders
Xuefei Ning
,
Yin Zheng
,
Zhuxi Jiang
,
Wang Yu
,
Yang Huazhong
,
Junzhou Huang
2018
Corpus ID: 196025119
2016
2016
Leveraging VerbNet to build Corpus-Specific Verb Clusters
D. W. Peterson
,
Jordan L. Boyd-Graber
,
Martha Palmer
,
Daisuke Kawahara
International Workshop on Semantic Evaluation
2016
Corpus ID: 12614381
In this paper, we aim to close the gap from extensive, human-built semantic resources and corpus-driven unsupervised models. The…
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2015
2015
Predicting workpiece motions under pushing manipulations using the principle of minimum energy
Marek Kopicki
,
R. Stolkin
,
Sebastian Zurek
,
Thomas Morwald
,
J. Wyatt
2015
Corpus ID: 16807039
We are investigating the problem of predicting how objects behave under manipulative actions. In particular, we wish to predict…
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2013
2013
Artificial Neural Networks and Machine Learning – ICANN 2013
V. Mladenov
,
P. Koprinkova-Hristova
,
G. Palm
,
A. Villa
,
Bruno Appollini
,
N. Kasabov
Lecture Notes in Computer Science
2013
Corpus ID: 2528749
When the inputs of a regression problem are corrupted with noise, integrating out the noise process leads to biased estimates. We…
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2011
2011
Boosting as a Product of Experts
N. Edakunni
,
Gary Brown
,
T. Kovacs
Conference on Uncertainty in Artificial…
2011
Corpus ID: 528334
In this paper, we derive a novel probabilistic model of boosting as a Product of Experts. We re-derive the boosting algorithm as…
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2005
2005
The Topographic Product of Experts
C. Fyfe
International Conference on Artificial Neural…
2005
Corpus ID: 32705440
We create a new form of topographic map which is based on a nonlinear mapping of a space of latent points. The mapping of these…
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2005
2005
Properties of the Topographic Product of Experts
C. Fyfe
2005
Corpus ID: 17215114
In this paper, we show how a topographic mapping can be created from a product of experts. We learn the parameters of the mapping…
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2001
2001
Diffusion Networks, Products of Experts, and Factor Analysis
Tim K. Marks
,
J. Movellan
2001
Corpus ID: 208899622
Hinton (in press) recently proposed a learning algorithm called contrastive divergence learning for a class of probabilistic…
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2000
2000
Construction et exploration de configurations spatiales : comparaison experts-novices
F. Robin
2000
Corpus ID: 267824936
This paper presents two experiments which the aim is to examine the effects of using Information New Technology (INT) on…
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