Xue Chen
6 papers · 2013–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Bronze
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Academic Marathon Β· Half
πΊοΈ
Taxonomy Completionist
(14)
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Hot Topic Early Bird
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Conference Pioneer
Top co-authors
Research topics
Keywords
adversarial perturbation
(2)
principal component analysis
(2)
robust regression
(1)
adversarial robustness
(1)
robust statistics
(1)
covariance estimation
(1)
high-dimensional statistics
(1)
covariance matrix
(1)
importance sampling
(1)
uniform convergence
(1)
statistical estimation
(1)
variance reduction
(1)
sparsity
(1)
linear regression
(1)
robust estimation
(1)
query complexity
(1)
polynomial regression
(1)
leverage score sampling
(1)
least absolute deviation
(1)
low-dimensional representation
(1)
Papers
Algorithms for Sparse LPN and LSPN Against Low-noise (extended abstract)
COLT 2025
Adversarially Robust Low Dimensional Representations
COLT 2021
Query complexity of least absolute deviation regression via robust uniform convergence
COLT 2021
Estimating Principal Components under Adversarial Perturbations
COLT 2020
Active Regression via Linear-Sample Sparsification
COLT 2019
Regularized Latent Least Square Regression for Cross Pose Face Recognition
IJCAI 2013