Karthik Mohan
5 papers · 2012–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3)
π
Academic Marathon
(8)
π
Cross-Pollinator
(8)
π
Renaissance Researcher
(5)
π
Keyword Champion
π
Trend Setter
Conferences
JMLR (3)
COLING (1)
NIPS (1)
Top co-authors
Keywords
convex optimization
(3)
gaussian graphical model
(2)
high-dimensional estimation
(2)
gene expression
(1)
sparse regression
(1)
matrix completion
(1)
precision matrix estimation
(1)
low-rank matrix
(1)
low-rank matrix recovery
(1)
structured learning
(1)
graphical lasso
(1)
alternating direction method
(1)
network estimation
(1)
structured joint graphical lasso
(1)
brain cancer gene expression
(1)
network perturbation
(1)
gene expression data
(1)
nuclear norm
(1)
graphical model
(1)
alternating direction method of multiplier
(1)
Papers
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data
COLING 2020
Node-Based Learning of Multiple Gaussian Graphical Models
JMLR 2014
Learning Graphical Models With Hubs
JMLR 2014
Structured Learning of Gaussian Graphical Models
NIPS 2012
Iterative Reweighted Algorithms for Matrix Rank Minimization
JMLR 2012