Divyanshu Vats
4 papers · 2013–2014 · 3 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (10) π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π£ Hot Topic Early Bird
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Conferences
AISTATS (2)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
junction tree
(2)
sparse recovery
(1)
compressed sensing
(1)
model selection
(1)
variable selection
(1)
probabilistic modeling
(1)
compressive sensing
(1)
high-dimensional statistics
(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)
active learning
(1)
Papers
Path Thresholding: Asymptotically Tuning-Free High-Dimensional Sparse Regression
AISTATS 2014
Active Learning for Undirected Graphical Model Selection
AISTATS 2014
A Junction Tree Framework for Undirected Graphical Model Selection
JMLR 2014
When in Doubt, SWAP: High-Dimensional Sparse Recovery from Correlated Measurements
NIPS 2013