Avoiding Discrimination through Causal Reasoning

Kilbertus, N.; Rojas-Carulla, M.; Parascandolo, G.; Hardt, M.; Janzing, D.; Schölkopf, B

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Avoiding Discrimination through Causal Reasoning

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Kilbertus, N.
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Rojas-Carulla, M.
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Parascandolo, G.
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Janzing, D.
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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Schölkopf, B
Dept. Empirical Inference, Max Planck Institute for Intelligent Systems, Max Planck Society;

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引用

Kilbertus, N., Rojas-Carulla, M., Parascandolo, G., Hardt, M., Janzing, D., & Schölkopf, B. (2018). Avoiding Discrimination through Causal Reasoning. In I., Guyon, S., Bengio, H., Wallach, R., Fergus, S., Vishwanathan, & S., Garnett (Eds.), Advances in Neural Information Processing Systems 30 (pp. 657-667). Red Hook, NY: Curran Associates, Inc. Retrieved from https://papers.nips.cc/paper/6668-avoiding-discrimination-through-causal-reasoning.

引用: https://hdl.handle.net/21.11116/0000-0000-FEAB-2

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