Boris van Breugel
Boris van Breugel
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Stereotype and skew: Quantifying gender bias in pre-trained and fine-tuned language models
D de Vassimon Manela, D Errington, T Fisher, B van Breugel, P Minervini
EACL 2021-16th Conference of the European Chapter of the Association for …, 2021
How faithful is your synthetic data? sample-level metrics for evaluating and auditing generative models
A Alaa, B Van Breugel, ES Saveliev, M van der Schaar
International Conference on Machine Learning, 290-306, 2022
Decaf: Generating fair synthetic data using causally-aware generative networks
B van Breugel, T Kyono, J Berrevoets, M van der Schaar
Advances in Neural Information Processing Systems 34, 22221-22233, 2021
DAUX: a Density-based Approach for Uncertainty eXplanations
H Sun, B van Breugel, J Crabbe, N Seedat, M van der Schaar
arXiv preprint arXiv:2207.05161, 2022
Latent Density Models for Uncertainty Categorization
H Sun, B van Breugel, J Crabbé, N Seedat, M van der Schaar
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