- Pieter Delobelle, Paul Temple, Gilles Perrouin, Benoît Frénay, Patrick Heymans, Bettina Berendt. Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning. SIGKDD Explorations, 23(1):32-41, 2021.
- Toon Calders, Eirini Ntoutsi, Mykola Pechenizkiy, Bodo Rosenhahn, Salvatore Ruggieri. Introduction to The Special Section on Bias and Fairness in AI. SIGKDD Explorations, 23(1):1-3, 2021.
- Hemank Lamba, Kit T. Rodolfa, Rayid Ghani. An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings. SIGKDD Explorations, 23(1):69-85, 2021.
- Tim Draws, Nava Tintarev, Ujwal Gadiraju. Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics. SIGKDD Explorations, 23(1):50-58, 2021.
- Ninghao Liu, Mengnan Du, Ruocheng Guo, Huan Liu 0001, Xia Hu. Adversarial Attacks and Defenses: An Interpretation Perspective. SIGKDD Explorations, 23(1):86-99, 2021.
- Shipeng Yu. An Interview with Dr. Shipeng Yu, Winner of ACM SIGKDD 2021 Service Award. SIGKDD Explorations, 23(2):1-2, 2021.
- Eduard Fosch Villaronga, Adam Poulsen, Roger Andre Søraa, B. H. M. Custers. Gendering algorithms in social media. SIGKDD Explorations, 23(1):24-31, 2021.
- Dietmar Hübner. Two Kinds of Discrimination in AI-Based Penal Decision-Making. SIGKDD Explorations, 23(1):4-13, 2021.
- Teng Guo, Linhong Li, Dongyu Zhang, Feng Xia 0001. Surf or sleep?: Understanding the influence of bedtime patterns on campus. SIGKDD Explorations, 23(2):3-12, 2021.
- Fan Yang 0023, Ninghao Liu, Mengnan Du, Xia Hu. Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation. SIGKDD Explorations, 23(1):59-68, 2021.