SIGKDD Explorations

June 2021, Volume 23, Issue 1

Editor in Chief

Hanghang Tong

Associate Editors

Xin Luna Dong
Ankur Teredesai
Reza Zafarani

June 2021, Volume 23, Issue 1

ARTICLES

Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation [59]
Fan Yang, Ninghao Liu, Mengnan Du, and Xia Hu

An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings [69]
Hemank Lamba, Kit T. Rodolfa and Rayid Ghani

Adversarial Attacks and Defenses: An Interpretation Perspective [86]
Ninghao Liu, Mengnan Du, Ruocheng Guo, Huan Liu, and Xia Hu