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Optimizing NOTEARS Objectives via Topological Swaps

Chang Deng, Kevin Bello, Bryon Aragam, Pradeep Kumar Ravikumar. Optimizing NOTEARS Objectives via Topological Swaps. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 7563-7595, PMLR, 2023. [doi]

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