Bala Rajaratnam
5 papers · 2012–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (11) π Cross-Pollinator (14)
πΊοΈ
Taxonomy Completionist
(14)
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Trend Setter
Conferences
AISTATS (2)
NIPS (2)
ICLR (1)
Top co-authors
Keywords
graphical model
(3)
proximal gradient
(2)
convex optimization
(2)
proximal gradient method
(2)
high-dimensional estimation
(1)
l1 regularization
(1)
gene expression
(1)
support recovery
(1)
sparse inverse covariance
(1)
inverse covariance
(1)
graphical model selection
(1)
inverse covariance estimation
(1)
iterative thresholding
(1)
graphical modelling
(1)
linear convergence
(1)
linear predictor
(1)
high dimensional datum
(1)
familywise error rate
(1)
predictive correlation
(1)
false positive control
(1)
Papers
Hierarchical Relational Learning for Few-Shot Knowledge Graph Completion
ICLR 2023
Generalized Pseudolikelihood Methods for Inverse Covariance Estimation
AISTATS 2017
Optimization Methods for Sparse Pseudo-Likelihood Graphical Model Selection
NIPS 2014
Predictive Correlation Screening: Application to Two-stage Predictor Design in High Dimension
AISTATS 2013
Iterative Thresholding Algorithm for Sparse Inverse Covariance Estimation
NIPS 2012