Mladen Kolar
44 papers
· 2009–2025
· 7 conferences
· across top CS/AI conferences
Achievements
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Renaissance Researcher
(5)
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Conference Polyglot
(7)
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Academic Marathon
(16)
πΊοΈ
Taxonomy Completionist
(26)
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Cross-Pollinator
(6)
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Interdisciplinary Bridge
π£
Hot Topic Early Bird
π§
Keyword Pioneer
π¬
Deep Specialist
(14)
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Keyword Champion
ποΈ
Keyword Collector
(97)
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Conference Pioneer
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Trend Setter
β‘
Prolific Year
(6)
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Century Club
(44)
π₯
Unstoppable
(17)
Conferences
AISTATS (11)
ICML (10)
JMLR (10)
NIPS (10)
AAAI (1)
CLEAR (1)
UAI (1)
Top co-authors
Research topics
Keywords
graphical model
(10)
exponential family
(5)
variable selection
(5)
hypothesis testing
(4)
graph estimation
(4)
probabilistic graphical model
(3)
statistical inference
(3)
feature selection
(3)
causal inference
(3)
confidence interval
(3)
score matching
(3)
distributed learning
(2)
sparse estimation
(2)
multi-task learning
(2)
brain connectivity
(2)
time series analysis
(2)
high-dimensional inference
(2)
constrained optimization
(2)
structure learning
(2)
nonconvex optimization
(2)
Papers
Distributed Multi-Task Learning
AISTATS 2016
Marginal Regression For Multitask Learning
AISTATS 2012
On Time Varying Undirected Graphs
AISTATS 2011
Time-Varying Dynamic Bayesian Networks
NIPS 2009