Zhandong Liu
5 papers · 2012–2015 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Optimization & Theory
(3)
Mathematics & Optimization
(2)
Learning Types
(2)
Healthcare & Medicine
(1)
Mathematics
(1)
Optimization
(1)
Research
(1)
Keywords
exponential families
(3)
undirected graphical model
(3)
graphical model
(3)
neighborhood selection
(2)
exponential family
(2)
markov network
(2)
penalized estimation
(2)
genomic network
(2)
penalized m-estimators
(1)
poisson graphical models
(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)
gaussian graphical model
(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
NeurIPS 2013
On Poisson Graphical Models
NeurIPS 2013
Graphical Models via Generalized Linear Models
NeurIPS 2012