Daniela Witten
6 papers · 2012–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Academic Marathon (12)
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Cross-Pollinator
(8)
πΊοΈ
Taxonomy Completionist
(16)
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Trend Setter
Conferences
JMLR (5)
NIPS (1)
Top co-authors
Research topics
Keywords
convex optimization
(3)
statistical inference
(2)
high-dimensional estimation
(2)
gaussian graphical model
(2)
gene expression
(1)
sparse regression
(1)
precision matrix estimation
(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)
graphical model
(1)
alternating direction method of multiplier
(1)
convolution-closed distribution
(1)
confidence interval
(1)
interpretable model
(1)
Papers
Data Thinning for Convolution-Closed Distributions
JMLR 2024
Revisiting inference after prediction
JMLR 2023
Convex Regression with Interpretable Sharp Partitions
JMLR 2016
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