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stat.ML2024
Improving Bias Correction Standards by Quantifying its Effects on Treatment Outcomes
Alexandre Abraham, Andrés Hoyos Idrobo
With the growing access to administrative health databases, retrospective studies have become crucial evidence for medical treatments. Yet, non-randomized studies frequently face s…
stat.ML2020★ 3 cited
Aligning Hyperbolic Representations: an Optimal Transport-based approach
Andrés Hoyos-Idrobo
Hyperbolic-spaces are better suited to represent data with underlying hierarchical relationships, e.g., tree-like data. However, it is often necessary to incorporate, through align…