Krikamol Muandet

Associate Professor, CISPA Helmholtz Center for Information Security

1 paper at NeurIPS 2025

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Poster Session 3

1 paper

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

An Analysis of Causal Effect Estimation using Outcome Invariant Data Augmentation

#2602 Spotlight · UZAIR AKBAR, Niki Kilbertus, Hao Shen, Krikamol Muandet, Bo Dai

We show the effectiveness of data-augmentation for mitigating bias due to unobserved confounding, and this motivates the proposal of our novel method for the same.