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stat.ML2023★ 1 cited
Regularization properties of adversarially-trained linear regression
Antônio H. Ribeiro, Dave Zachariah, Francis Bach +1
State-of-the-art machine learning models can be vulnerable to very small input perturbations that are adversarially constructed. Adversarial training is an effective approach to de…
stat.ME2023
Externally Valid Policy Evaluation Combining Trial and Observational Data
Sofia Ek, Dave Zachariah
Randomized trials are widely considered as the gold standard for evaluating the effects of decision policies. Trial data is, however, drawn from a population which may differ from…