Jing Lei
4 papers · 2011–2016 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (5) π Cross-Pollinator (11) πΊοΈ Taxonomy Completionist (11) π§ Keyword Pioneer
π£
Hot Topic Early Bird
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Conference Polyglot
(3)
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Keyword Champion
π±
Topic Pioneer
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Trend Setter
Conferences
NIPS (2)
AISTATS (1)
JMLR (1)
Top co-authors
Research topics
Keywords
sparse principal component analysis
(2)
differential privacy
(2)
statistical estimation
(2)
statistical inference
(1)
convex optimization
(1)
covariance estimation
(1)
high-dimensional statistics
(1)
empirical risk minimization
(1)
covariance matrix
(1)
privacy preserving
(1)
convex relaxation
(1)
alternating direction method
(1)
m-estimators
(1)
perturbed histograms
(1)
eigenvector estimation
(1)
convergence rate
(1)
minimax rate
(1)
principal subspace
(1)
alternating direction method of multiplier
(1)
high dimensional
(1)
Papers
Learning with Differential Privacy: Stability, Learnability and the Sufficiency and Necessity of ERM Principle
JMLR 2016
Fantope Projection and Selection: A near-optimal convex relaxation of sparse PCA
NIPS 2013
Minimax Rates of Estimation for Sparse PCA in High Dimensions
AISTATS 2012
Differentially Private M-Estimators
NIPS 2011