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LMU Munich, Munich, Germany, Munich Center for Machine Learning (MCML), Munich, Germany
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OncoSynth slashes treatment effect estimation errors by up to 66% in oncology, transforming how synthetic data can inform precision medicine.
LLM development is flying blind by ignoring causal inference, leaving models vulnerable to confounding and distribution shifts throughout pretraining, alignment, and evaluation.
