Chen, Xue

6 publications

COLT 2025 Algorithms for Sparse LPN and LSPN Against Low-Noise (extended Abstract) Xue Chen, Wenxuan Shu, Zhaienhe Zhou

COLT 2021 Adversarially Robust Low Dimensional Representations Pranjal Awasthi, Vaggos Chatziafratis, Xue Chen, Aravindan Vijayaraghavan

COLT 2021 Query Complexity of Least Absolute Deviation Regression via Robust Uniform Convergence Xue Chen, Michal Derezinski

COLT 2020 Estimating Principal Components Under Adversarial Perturbations Pranjal Awasthi, Xue Chen, Aravindan Vijayaraghavan

COLT 2019 Active Regression via Linear-Sample Sparsification Xue Chen, Eric Price

IJCAI 2013 Regularized Latent Least Square Regression for Cross Pose Face Recognition Xinyuan Cai, Chunheng Wang, Baihua Xiao, Xue Chen, Ji Zhou