Yangjing Zhang
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Research topics
Keywords
convex optimization
(1)
graph learning
(1)
optimal transport
(1)
graph structure
(1)
continuous optimization
(1)
regularized regression
(1)
precision matrix
(1)
sparse optimization
(1)
graphical lasso
(1)
distributionally robust optimization
(1)
mixture model
(1)
empirical baye
(1)
augmented lagrangian method
(1)
semismooth newton method
(1)
matrix-variate data
(1)
kronecker-sum structure
(1)
nonparametric maximum likelihood
(1)
proximal point method
(1)
square-root loss
(1)
nonparametric maximum likelihood estimator
(1)
Papers
DNNLasso: Scalable Graph Learning for Matrix-Variate Data
AISTATS 2024
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models
JMLR 2024
On Regularized Square-root Regression Problems: Distributionally Robust Interpretation and Fast Computations
JMLR 2022