Divyanshu Vats
4 papers · 2013–2014 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Keyword Champion
(2)
Venues
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Research topics
Mathematics & Optimization
(4)
Machine Learning
(3)
Optimization
(3)
Core Methods
(2)
Mathematics
(2)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Foundations
(1)
Learning Types
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
high-dimensional statistics
(2)
junction tree
(2)
compressed sensing
(1)
model selection
(1)
variable selection
(1)
probabilistic modeling
(1)
compressive sensing
(1)
asymptotic analysis
(1)
high-dimensional estimation
(1)
sparse regression
(1)
lasso
(1)
conditional independence
(1)
correlated measurements
(1)
linear measurement
(1)
graphical model
(1)
greedy algorithm
(1)
tuning parameter
(1)
undirected graphical model
(1)
graph selection
(1)
active learning
(1)
Papers
Active Learning for Undirected Graphical Model Selection
AISTATS 2014
A Junction Tree Framework for Undirected Graphical Model Selection
JMLR 2014
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression
AISTATS 2014
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements
NeurIPS 2013