Chen Dan

activity

20182021

most citedClass-Weighted Classification: Trade-offs and Robust Approaches

13 citations · 29 across the 4 of their papers we have counts for

collaborators

Showing 2019Show all

2 papers · 1 filter

cs.LG2019★ 3 cited

Optimal Analysis of Subset-Selection Based L_p Low Rank Approximation

Chen Dan, Hong Wang, Hongyang Zhang +2

We study the low rank approximation problem of any given matrix $A$ over $R^{n \times m}$ and $C^{n \times m}$ in entry-wise $ℓ_{p}$ loss, that is, finding a rank-…

cs.LG2019

Adversarially Robust Generalization Just Requires More Unlabeled Data

Runtian Zhai, Tianle Cai, Di He +4

Neural network robustness has recently been highlighted by the existence of adversarial examples. Many previous works show that the learned networks do not perform well on perturbe…