Sriraam Natarajan
20 papers
· 2012–2026
· 6 conferences
· across top CS/AI conferences
Achievements
π£
Hot Topic Early Bird
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Conference Polyglot
(6)
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Academic Marathon
(13)
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Cross-Pollinator
(11)
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Keyword Champion
ποΈ
Keyword Collector
(86)
π₯
Unstoppable
(8)
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Conference Pioneer
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Trend Setter
π
Century Club
(19)
β
The Questioner
(2)
Conferences
AAAI (7)
IJCAI (4)
UAI (3)
AISTATS (2)
NIPS (2)
PGM (2)
Top co-authors
Keywords
probabilistic circuit
(4)
sum-product network
(3)
probabilistic modeling
(2)
probabilistic graphical model
(2)
statistical relational learning
(2)
machine learning
(2)
parameter learning
(2)
gradient boosting
(2)
generative model
(2)
bayesian network
(2)
lifted inference
(2)
variational inference
(2)
message passing
(2)
relational learning
(2)
domain knowledge
(2)
bethe approximation
(1)
explanation generation
(1)
expectation maximization
(1)
bayesian inference
(1)
approximate inference
(1)
Papers
Relational Neural Markov Random Fields
AISTATS 2022
Relational Boosted Bandits
AAAI 2021
Lifted Hybrid Variational Inference
IJCAI 2020