Abstract is missing.
- Preface: The 2021 ACM SIGKDD Workshop on Causal DiscoveryThuc Duy Le, Jiuyong Li, Gregory Cooper, Sofia Triantafyllou, Elias Bareinboim, Huan Liu 0001, Negar Kiyavash. 1-2 [doi]
- Interactive Causal Structure Discovery in Earth System SciencesLaila Melkas, Rafael Savvides, Suyog Chandramouli, Jarmo Mäkelä, Tuomo Nieminen, Ivan Mammarella, Kai Puolamäki. 3-25 [doi]
- A Recursive Markov Boundary-Based Approach to Causal Structure LearningEhsan Mokhtarian, Sina Akbari, AmirEmad Ghassami, Negar Kiyavash. 26-54 [doi]
- Estimating individual-level optimal causal interventions combining causal models and machine learning modelsKeisuke Kiritoshi, Tomonori Izumitani, Kazuki Koyama, Tomomi Okawachi, Keisuke Asahara, Shohei Shimizu. 55-77 [doi]
- Dirac Delta Regression: Conditional Density Estimation with Clinical TrialsEric V. Strobl, Shyam Visweswaran. 78-125 [doi]