Brendan J. Frey
8 papers · 2008–2017 · 2 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (9) 🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐣 Hot Topic Early Bird
🏃
Academic Marathon
(9)
🐣
Hot Topic Early Bird
🐝
Cross-Pollinator
(13)
🏆
Keyword Champion
🗃️
Keyword Collector
(50)
📈
Trend Setter
❓
The Questioner
Conferences
NIPS (6)
JMLR (2)
Top co-authors
Keywords
learning to rank
(3)
image classification
(2)
probabilistic modeling
(2)
stochastic gradient
(1)
information retrieval
(1)
binary classification
(1)
feature learning
(1)
logistic regression
(1)
belief propagation
(1)
sparse representation
(1)
message passing
(1)
image captioning
(1)
document retrieval
(1)
deep learning
(1)
hierarchical representation
(1)
structured prediction
(1)
wake-sleep algorithm
(1)
posterior inference
(1)
unsupervised learning
(1)
combinatorial optimization
(1)
Papers
Min-Max Propagation
NIPS 2017
PixelGAN Autoencoders
NIPS 2017
Are Random Forests Truly the Best Classifiers?
JMLR 2016
Learning Wake-Sleep Recurrent Attention Models
NIPS 2015
Winner-Take-All Autoencoders
NIPS 2015
Probabilistic n-Choose-k Models for Classification and Ranking
NIPS 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
NIPS 2008