Successes and struggles with computational reproducibility: lessons from the fragile families challenge DM Liu, MJ Salganik Socius 5, 2378023119849803, 2019 | 29 | 2019 |
RAWLSNET: Altering Bayesian Networks to Encode Rawlsian Fair Equality of Opportunity D Liu, Z Shafi, W Fleisher, T Eliassi-Rad, S Alfeld AIES '21, 745-755, 2021 | 10 | 2021 |
Examining Responsibility and Deliberation in AI Impact Statements and Ethics Reviews D Liu, P Nanayakkara, SA Sakha, G Abuhamad, SL Blodgett, ... Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, 424-435, 2022 | 8 | 2022 |
BiaScope: Visual Unfairness Diagnosis for Graph Embeddings A Rissaki, B Scarone, D Liu, A Pandey, B Klein, T Eliassi-Rad, MA Borkin 2022 IEEE Visualization in Data Science (VDS), 27-36, 2022 | 3 | 2022 |
Group fairness without demographics using social networks D Liu, V Do, N Usunier, M Nickel Proceedings of the 2023 ACM Conference on Fairness, Accountability, and …, 2023 | 1 | 2023 |
STABLE: Identifying and Mitigating Instability in Embeddings of the Degenerate Core D Liu, T Eliassi-Rad Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023 | 1 | 2023 |