Daniela Witten
6 papers · 2012–2024 · 2 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (17) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(6)
Optimization & Theory
(5)
Mathematics & Optimization
(4)
Core Methods
(4)
Learning Types
(2)
Mathematics
(2)
Optimization
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Application Areas
(1)
Bayesian & Probabilistic
(1)
Core AI
(1)
Research
(1)
Science
(1)
Keywords
convex optimization
(3)
alternating direction method of multiplier
(2)
gaussian graphical model
(2)
statistical inference
(2)
high-dimensional estimation
(2)
network estimation
(1)
graphical lasso
(1)
k-means clustering
(1)
structured learning
(1)
precision matrix estimation
(1)
principal component analysis
(1)
alternating direction method
(1)
sparse regression
(1)
structured joint graphical lasso
(1)
network perturbation
(1)
brain cancer gene expression
(1)
graphical model
(1)
gene expression
(1)
model selection
(1)
unsupervised learning
(1)
Papers
Data Thinning for Convolution-Closed Distributions
JMLR 2024
Revisiting inference after prediction
JMLR 2023
Convex Regression with Interpretable Sharp Partitions
JMLR 2016
Learning Graphical Models With Hubs
JMLR 2014
Node-Based Learning of Multiple Gaussian Graphical Models
JMLR 2014
Structured Learning of Gaussian Graphical Models
NeurIPS 2012