Michael Chertkov
9 papers
· 2010–2018
· 4 conferences
· across top CS/AI conferences
Achievements
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Hot Topic Early Bird
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Keyword Pioneer
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Conference Polyglot
(4)
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Academic Marathon
(8)
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Cross-Pollinator
(13)
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Taxonomy Completionist
(19)
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Interdisciplinary Bridge
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Topic Evolution
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Trend Setter
Conferences
NIPS (4)
JMLR (3)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
partition function
(4)
belief propagation
(4)
approximate inference
(4)
graphical model
(4)
variational inference
(3)
ising model
(2)
loop calculus
(2)
planar graph
(2)
mini-bucket elimination
(2)
gauge transformation
(2)
probabilistic graphical model
(2)
model approximation
(1)
perfect matching
(1)
statistical physics
(1)
pairwise correlation
(1)
sampling algorithm
(1)
tensor network
(1)
fractional belief propagation
(1)
permanent computation
(1)
planar embedding
(1)
Papers
Gauging Variational Inference
NIPS 2017
Learning Planar Ising Models
JMLR 2016
Synthesis of MCMC and Belief Propagation
NIPS 2016