Xue Chen
6 papers · 2013–2025 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🏃 Academic Marathon (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)
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Conference Pioneer
Conferences
COLT (5)
IJCAI (1)
Top co-authors
Keywords
principal component analysis
(2)
robust optimization
(1)
robust regression
(1)
adversarial robustness
(1)
robust statistics
(1)
covariance estimation
(1)
high-dimensional statistics
(1)
importance sampling
(1)
uniform convergence
(1)
linear regression
(1)
query complexity
(1)
polynomial regression
(1)
low dimensional representation
(1)
adversarial perturbation
(1)
leverage score sampling
(1)
least absolute deviation
(1)
active learning
(1)
projection error
(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