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pro vyhledávání: '"Kapar, Jan"'
Autor:
Dandl, Susanne, Blesch, Kristin, Freiesleben, Timo, König, Gunnar, Kapar, Jan, Bischl, Bernd, Wright, Marvin
Counterfactual explanations elucidate algorithmic decisions by pointing to scenarios that would have led to an alternative, desired outcome. Giving insight into the model's behavior, they hint users towards possible actions and give grounds for conte
Externí odkaz:
http://arxiv.org/abs/2404.03506
Publikováno v:
Proceedings of the 26th International Conference on Artificial Intelligence and Statistics (AISTATS 2023)
We propose methods for density estimation and data synthesis using a novel form of unsupervised random forests. Inspired by generative adversarial networks, we implement a recursive procedure in which trees gradually learn structural properties of th
Externí odkaz:
http://arxiv.org/abs/2205.09435