Amir-Hossein Karimi

Affiliation:, Max Planck Institute for Intelligent Systems, ETH Zurich

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Natural Language Processing (1)Scientific Discovery & Drug Design (1)

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J. Sinnott (1)Mohammad Kohandel (1)

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Oct 6, 2026

Affiliation:1w ago·also ETH, Max Planck

Probabilistic Counterfactual Inference for Discrete Outcomes in Gaussian-Process Causal Models

Misspecifying the coupling mechanism for ordinal data in GP-SCMs inflates counterfactual error threefold, even when observational fit is high, and this error plateaus with more data.

J. Sinnott, Amir-Hossein Karimi, Mohammad Kohandel

Natural Language Processing Scientific Discovery & Drug Design

Amir-Hossein Karimi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

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Amir-Hossein Karimi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)