Brendan J. Frey
8 papers · 2008–2017 · 2 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Champion
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
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Trend Setter
ποΈ
Keyword Collector
(52)
β
The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(7)
Core Methods
(5)
Artificial Intelligence
(3)
Bayesian & Probabilistic Β· Artificial Intelligence
(3)
Learning Types Β· Machine Learning
(3)
Deep Learning
(2)
Mathematics & Optimization
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Mathematics
(2)
Computer Vision
(1)
Data Science & Analytics
(1)
Analysis
(1)
Applications
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Keywords
learning to rank
(3)
graphical model
(2)
probabilistic model
(2)
probabilistic modeling
(2)
image classification
(2)
binary classification
(1)
information retrieval
(1)
stochastic gradient
(1)
sparse representation
(1)
belief propagation
(1)
feature learning
(1)
image captioning
(1)
document retrieval
(1)
deep learning
(1)
wake-sleep algorithm
(1)
logistic regression
(1)
message passing
(1)
posterior inference
(1)
hierarchical representation
(1)
structured prediction
(1)
Papers
Min-Max Propagation
NeurIPS 2017
PixelGAN Autoencoders
NeurIPS 2017
Are Random Forests Truly the Best Classifiers?
JMLR 2016
Learning Wake-Sleep Recurrent Attention Models
NeurIPS 2015
Winner-Take-All Autoencoders
NeurIPS 2015
Probabilistic n-Choose-k Models for Classification and Ranking
NeurIPS 2012
Cumulative Distribution Networks and the Derivative-sum-product Algorithm: Models and Inference for Cumulative Distribution Functions on Graphs
JMLR 2011
Structured ranking learning using cumulative distribution networks
NeurIPS 2008