DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks

Boris van Breugel, Trent Kyono, Jeroen Berrevoets, Mihaela van der Schaar. DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks. In Marc'Aurelio Ranzato, Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan, editors, Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual. pages 22221-22233, 2021. [doi]

Authors

Boris van Breugel

This author has not been identified. Look up 'Boris van Breugel' in Google

Trent Kyono

This author has not been identified. Look up 'Trent Kyono' in Google

Jeroen Berrevoets

This author has not been identified. Look up 'Jeroen Berrevoets' in Google

Mihaela van der Schaar

This author has not been identified. Look up 'Mihaela van der Schaar' in Google