Karthik Mohan
5 papers · 2012–2020 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (15) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Core Methods
(4)
Optimization
(3)
Optimization & Theory
(3)
Mathematics
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Models
(1)
Research
(1)
Keywords
convex optimization
(3)
high-dimensional estimation
(2)
gaussian graphical model
(2)
alternating direction method of multiplier
(2)
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)
nuclear norm
(1)
graphical model
(1)
data efficiency
(1)
gene regulatory network
(1)
Papers
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data
COLING 2020
Learning Graphical Models With Hubs
JMLR 2014
Node-Based Learning of Multiple Gaussian Graphical Models
JMLR 2014
Iterative Reweighted Algorithms for Matrix Rank Minimization
JMLR 2012
Structured Learning of Gaussian Graphical Models
NeurIPS 2012