Yunzhang Zhu
4 papers · 2020–2023 · 2 conferences · across top CS/AI conferences
Achievements
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Hot Topic Early Bird
Conferences
NIPS (3)
JMLR (1)
Top co-authors
Keywords
multi-task learning
(1)
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 $\ell_2$-regularized $M$-estimation with approximation guarantee
NIPS 2023
On the consistent estimation of optimal Receiver Operating Characteristic (ROC) curve
NIPS 2022
An algorithmic view of L2 regularization and some path-following algorithms
JMLR 2021
A convex optimization formulation for multivariate regression
NIPS 2020