Brendan Frey
5 papers · 2005–2016 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(2)
Core Methods
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
message passing
(2)
message passing algorithm
(2)
graphical model
(2)
approximate inference
(2)
survey propagation
(1)
constraint satisfaction
(1)
classification error
(1)
dropout regularization
(1)
adaptive dropout
(1)
stochastic regularization
(1)
hidden unit dropout
(1)
hidden unit regularization
(1)
denoising autoencoder
(1)
binary belief network
(1)
deep neural network
(1)
factor graph
(1)
min-max optimization
(1)
facility location problem
(1)
max-product linear programming
(1)
constraint satisfaction problem
(1)
Papers
Survey Propagation beyond Constraint Satisfaction Problems
AISTATS 2016
Min-Max Problems on Factor Graphs
ICML 2014
Adaptive dropout for training deep neural networks
NeurIPS 2013
Solving the Uncapacitated Facility Location Problem Using Message Passing Algorithms
AISTATS 2010
Semi-Supervised Affinity Propagation with Instance-Level Constraints
AISTATS 2005