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Whirl-Carrillo, R

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cs.LG 1

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2026 1

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UNVERDICTED 1

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Causal Foundation Models with Continuous Treatments

cs.LG · 2026-05-14 · unverdicted · novelty 8.0

A transformer foundation model is trained on synthetic data from a novel prior over continuous-treatment data-generating processes to predict treatment-response curves via in-context learning without task-specific fine-tuning.

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  • Causal Foundation Models with Continuous Treatments cs.LG · 2026-05-14 · unverdicted · none · ref 50

    A transformer foundation model is trained on synthetic data from a novel prior over continuous-treatment data-generating processes to predict treatment-response curves via in-context learning without task-specific fine-tuning.