Search Results for author: Ricardo Dominguez-Olmedo

Found 4 papers, 3 papers with code

Training on the Test Task Confounds Evaluation and Emergence

1 code implementation10 Jul 2024 Ricardo Dominguez-Olmedo, Florian E. Dorner, Moritz Hardt

Put simply, to fine-tune each model under comparison on the same task-relevant data before evaluation.

Benchmarking Language Modelling

On the Adversarial Robustness of Causal Algorithmic Recourse

1 code implementation21 Dec 2021 Ricardo Dominguez-Olmedo, Amir-Hossein Karimi, Bernhard Schölkopf

Algorithmic recourse seeks to provide actionable recommendations for individuals to overcome unfavorable classification outcomes from automated decision-making systems.

Adversarial Robustness Decision Making

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