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ORCIDCD@KDD 2021: Singapore
- Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu, Negar Kiyavash:
The KDD 2021 Workshop on Causal Discovery, CD@KDD 2021, Singapore, August 15, 2021. Proceedings of Machine Learning Research 150, PMLR 2021 - Thuc Duy Le, Jiuyong Li, Gregory F. Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu, Negar Kiyavash:
Preface: The 2021 ACM SIGKDD Workshop on Causal Discovery. 1-2 - Laila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki:
Interactive Causal Structure Discovery in Earth System Sciences. 3-25 - Ehsan Mokhtarian
, Sina Akbari, AmirEmad Ghassami, Negar Kiyavash:
A Recursive Markov Boundary-Based Approach to Causal Structure Learning. 26-54 - Keisuke Kiritoshi, Tomonori Izumitani, Kazuki Koyama, Tomomi Okawachi, Keisuke Asahara, Shohei Shimizu:
Estimating individual-level optimal causal interventions combining causal models and machine learning models. 55-77 - Eric V. Strobl, Shyam Visweswaran:
Dirac Delta Regression: Conditional Density Estimation with Clinical Trials. 78-125
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