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GINT: A Generative Interpretability method via perturbation in the latent space.

, , , and . Expert Syst. Appl., (December 2023)

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DGBCT: A Scalable Distributed Gradient Boosting Causal Tree at Alipay., , , , , and . WWW (Companion Volume), page 447-451. ACM, (2023)Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding., , , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 33792-33803. PMLR, (2023)GINT: A Generative Interpretability method via perturbation in the latent space., , , and . Expert Syst. Appl., (December 2023)AutoRec: A Comprehensive Platform for Building Effective and Explainable Recommender Models., , , , , , , , and . ECML/PKDD (5), volume 12461 of Lecture Notes in Computer Science, page 541-545. Springer, (2020)Alleviating Matching Bias in Marketing Recommendations., , , , , , , , and . SIGIR, page 3359-3363. ACM, (2023)Invariant Graph Learning for Causal Effect Estimation., , , , , , , , and . WWW, page 2552-2562. ACM, (2024)Backdoor Adjustment via Group Adaptation for Debiased Coupon Recommendations., , , , , , , and . AAAI, page 11944-11952. AAAI Press, (2024)Semi-Supervised Learning with Data Augmentation for Tabular Data., , , , , , and . CIKM, page 3928-3932. ACM, (2022)Debiased Causal Tree: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding., , , , , , , , and . NeurIPS, (2022)Domain Level Interpretability: Interpreting Black-box Model with Domain-specific Embedding., , , , , , , , and . WSDM, page 1102-1105. ACM, (2024)