Yunzhang Zhu
4 papers · 2020–2023 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(15)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
path following algorithm
(2)
binary classification
(1)
convex optimization
(1)
model misspecification
(1)
covariance estimation
(1)
gradient descent
(1)
roc curve
(1)
multivariate regression
(1)
classification consistency
(1)
statistical estimation
(1)
high-dimensional regression
(1)
linear regression
(1)
l2 regularization
(1)
regularized m-estimation
(1)
solution path
(1)
parameter tuning
(1)
consistent estimation
(1)
homotopy method
(1)
approximation guarantee
(1)
ordinary differential equation
(1)
Papers
Path following algorithms for ℓ_2-regularized M-estimation with approximation guarantee
NeurIPS 2023
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
NeurIPS 2022
An algorithmic view of L2 regularization and some path-following algorithms
JMLR 2021
A convex optimization formulation for multivariate regression
NeurIPS 2020