Ali Jalali
5 papers · 2010–2014 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (12) π Interdisciplinary Bridge π£ Hot Topic Early Bird
π
Conference Polyglot
(3)
π
Trend Setter
Conferences
AISTATS (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
structure learning
(3)
graphical model
(3)
high-dimensional statistics
(3)
convex optimization
(1)
logistic regression
(1)
sparse learning
(1)
graph clustering
(1)
parameter estimation
(1)
block regularization
(1)
high-dimensional regression
(1)
linear regression
(1)
sparse inverse covariance
(1)
sparse optimization
(1)
feature sharing
(1)
low-rank matrix
(1)
parameter regularization
(1)
group sparse regularization
(1)
greedy structure learning
(1)
neighborhood estimation
(1)
sparsistency
(1)
Papers
Clustering Partially Observed Graphs via Convex Optimization
JMLR 2014
High-dimensional Sparse Inverse Covariance Estimation using Greedy Methods
AISTATS 2012
On Learning Discrete Graphical Models using Greedy Methods
NIPS 2011
On Learning Discrete Graphical Models using Group-Sparse Regularization
AISTATS 2011
A Dirty Model for Multi-task Learning
NIPS 2010