John Winn
9 papers · 2005–2015 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Conference Polyglot (3)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Trendsetter Combo
(6)
π
Keyword Champion
π
Trend Setter
ποΈ
Keyword Collector
(50)
π
Conference Pioneer
Conferences
NIPS (5)
AISTATS (3)
JMLR (1)
Top co-authors
Keywords
variational inference
(5)
message passing
(5)
expectation propagation
(4)
graphical model
(3)
belief propagation
(2)
bayesian network
(2)
shape analysis
(1)
approximate inference
(1)
causal inference
(1)
structure learning
(1)
probabilistic inference
(1)
unsupervised clustering
(1)
feature learning
(1)
appearance modeling
(1)
patch-based model
(1)
clustering
(1)
object detection
(1)
appearance model
(1)
shape detection
(1)
ensemble learning
(1)
Papers
Consensus Message Passing for Layered Graphical Models
AISTATS 2015
Just-In-Time Learning for Fast and Flexible Inference
NIPS 2014
Decision Jungles: Compact and Rich Models for Classification
NIPS 2013
Learning to Pass Expectation Propagation Messages
NIPS 2013
Structural Expectation Propagation (SEP): Bayesian structure learning for networks with latent variables
AISTATS 2013
Causality with Gates
AISTATS 2012
Gates
NIPS 2008
Clustering appearance and shape by learning jigsaws
NIPS 2006
Variational Message Passing
JMLR 2005