Chunming Zhang
4 papers · 2012–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (12) π Cross-Pollinator (15)
πΊοΈ
Taxonomy Completionist
(13)
π£
Hot Topic Early Bird
Conferences
AISTATS (2)
ICML (1)
JMLR (1)
Top co-authors
Keywords
graphical model
(2)
false discovery rate
(1)
bayesian inference
(1)
structured prediction
(1)
structure learning
(1)
em algorithm
(1)
feature selection
(1)
causal discovery
(1)
causal structure learning
(1)
point process
(1)
kernel smoothing
(1)
contrastive divergence
(1)
conditional intensity
(1)
dependency modeling
(1)
semiparametric model
(1)
multiple hypothesis testing
(1)
markov random field
(1)
high-dimensional datum
(1)
multiple testing
(1)
directed acyclic graph
(1)
Papers
DAG-Informed Structure Learning from Multi-Dimensional Point Processes
JMLR 2024
Learning Heterogeneous Hidden Markov Random Fields
AISTATS 2014
Multiple Testing under Dependence via Semiparametric Graphical Models
ICML 2014
High-Dimensional Structured Feature Screening Using Binary Markov Random Fields
AISTATS 2012