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SIGKDD explorations
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美国计算机学会知识发现与数据挖掘专业组探索
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2021, vol.23, no.1
2021, vol.23, no.2
题名
作者
出版年
年卷期
Meta-Learning with Graph Neural Networks: Methods and Applications
Debmalya Mandal; Sourav Medya; Brian Uzzi; Charu Aggarwal
2021
2021, vol.23, no.2
Surf or sleep? Understanding the influence of bedtime patterns on campus
Teng Guo; Linhong Li; Dongyu Zhang; Feng Xia
2021
2021, vol.23, no.2
An Interview with Dr. Shipeng Yu, Winner of ACM SIGKDD 2021 Service Award
Hanghang Tong
2021
2021, vol.23, no.2
Adversarial Attacks and Defenses: An Interpretation Perspective
Ninghao Liu; Mengnan Du; Ruocheng Guo; Huan Liu; Xia Hu
2021
2021, vol.23, no.1
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings
Hemank Lamba; Kit T. Rodolfa; Rayid Ghani
2021
2021, vol.23, no.1
Generative Counterfactuals for Neural Networks via Attribute-Informed Perturbation
Fan Yang; Ninghao Liu; Mengnan Du; Xia Hu
2021
2021, vol.23, no.1
Assessing Viewpoint Diversity in Search Results Using Ranking Fairness Metrics
Tim Draws; Nava Tintarev; Ujwal Gadiraju
2021
2021, vol.23, no.1
Blind Spots in AI: the Role of Serendipity and Equity in Algorithm-Based Decision-Making
Cora van Leeuwen; Annelien Smets; An Jacobs
2021
2021, vol.23, no.1
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine Learning
Pieter Delobelle; Paul Temple; Gilles Perrouin; Benoit Frenay; Patrick Heymans; Bettina Berendt
2021
2021, vol.23, no.1
Gendering algorithms in social media
Eduard Fosch-Villaronga; Adam Poulsen; Roger A. Soraa; Bart Custers
2021
2021, vol.23, no.1
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