Zhandong Liu
5 papers · 2012–2015 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (13) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
π
Cross-Pollinator
(13)
π
Keyword Champion
(3)
π
Trend Setter
Conferences
NIPS (3)
AISTATS (1)
JMLR (1)
Top co-authors
Keywords
graphical model
(3)
exponential families
(3)
markov network
(2)
neighborhood selection
(2)
exponential family
(2)
undirected graphical model
(2)
penalized estimation
(2)
feature function
(1)
penalized m-estimators
(1)
poisson graphical models
(1)
count data
(1)
graph structure learning
(1)
network learning
(1)
univariate exponential families
(1)
multivariate prediction
(1)
structure recovery
(1)
conditional dependencies
(1)
network recovery
(1)
markov random field
(1)
poisson distribution
(1)
Papers
Graphical Models via Univariate Exponential Family Distributions
JMLR 2015
Mixed Graphical Models via Exponential Families
AISTATS 2014
Conditional Random Fields via Univariate Exponential Families
NIPS 2013
On Poisson Graphical Models
NIPS 2013
Graphical Models via Generalized Linear Models
NIPS 2012