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Items where Author is "Kilbertus, Niki"

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Number of items: 4.

2023

Padh, K., Zeitler, J., Watson, D. S., Kusner, M. J., Silva, R., & Kilbertus, N. (2023, April). Stochastic Causal Programming for Bounding Treatment Effects [Paper]. 2nd Conference on Causal Learning and Reasoning (CCLR 2023), Tübingen, Germany (35 pages). Published in Proceedings of Machine Learning Research, 213. External link

2020

Kilbertus, N., Kusner, M. J., & Silva, R. (2020, December). A class of algorithms for general instrumental variable models [Paper]. 34th Conference on Neural Information Processing Systems (NeurIPS 2020), Vancouver, Canada. External link

2019

Kilbertus, N., Ball, P. J., Kusner, M. J., Weller, A., & Silva, R. (2019, July). The Sensitivity of Counterfactual Fairness to Unmeasured Confounding [Paper]. 35th Conference on Uncertainty in Artificial Intelligence (UAI 2019), Tel Aviv, Israel. Published in Proceedings of Machine Learning Research, 115. External link

2018

Kilbertus, N., Gascón, A., Kusner, M. J., Veale, M., Gummadi, K. P., & Weller, A. (2018, July). Blind justice: fairness with encrypted sensitive attributes [Paper]. 35th International Conference on Machine Learning (ICML 2018), Stockholm, Sweden. Published in Proceedings of Machine Learning Research, 80. External link

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