Pradeep K. Ravikumar
29 papers
· 2006–2023
· 1 conference
· across top CS/AI conferences
Achievements
π§
Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(24)
π£
Hot Topic Early Bird
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Cross-Pollinator
(13)
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Academic Marathon
(17)
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Renaissance Researcher
(5)
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Interdisciplinary Bridge
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Keyword Trendsetter Combo
(7)
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Conference Loyalist
(29)
π€
Dynamic Duo
(29)
π±
Topic Pioneer
π
Century Club
(29)
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Trend Setter
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Conference Pioneer
π₯
Unstoppable
(7)
β‘
Prolific Year
(6)
β
The Questioner
ποΈ
Keyword Collector
(83)
Conferences
NIPS (29)
Top co-authors
Keywords
graphical model
(10)
structure learning
(4)
sparse optimization
(4)
causal inference
(3)
sparse learning
(3)
markov random field
(3)
high-dimensional statistics
(3)
convex optimization
(3)
high-dimensional estimation
(3)
graph structure
(3)
β1 regularization
(2)
high-dimensional optimization
(2)
representation learning
(2)
neighborhood selection
(2)
gaussian markov random field
(2)
high-dimensional regression
(2)
precision matrix
(2)
sparse inverse covariance
(2)
sparse estimation
(2)
causal discovery
(2)
Papers
Responsible AI (RAI) Games and Ensembles
NIPS 2023
Learning with Explanation Constraints
NIPS 2023
Boosted CVaR Classification
NIPS 2021
Generalized Boosting
NIPS 2020
A Dirty Model for Multi-task Learning
NIPS 2010
SpAM: Sparse Additive Models
NIPS 2007