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Valentyn Melnychuk
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Valentyn Melnychuk11 visible / 11 total nodes / 49 links

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Co-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipValentyn MelnychukAValentyn MelnychukResearcherConfoundingSHAP: Quantifying confounding strength in causal inferenceWConfoundingSHAP: Quanti...preprint / 2026Dennis FrauenADennis FrauenResearcherMaximilian MuschalikAMaximilian MuschalikResearcherStefan FeuerriegelAStefan FeuerriegelResearcherMarie BrockschmidtAMarie BrockschmidtResearcherSanto M. A. R. ThiesASanto M. A. R. ThiesResearcherMaresa SchröderAMaresa SchröderResearcherEyke HüllermeierAEyke HüllermeierResearcherCausal Transformer for Estimating Counterfactual OutcomesWCausal Transformer for ...preprint / 2022Machine LearningTMachine Learning49008 works
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Valentyn Melnychuk

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PaperConfoundingSHAP: Quantifying confounding strength in causal inferenceAuthorship / preprint / 2026PersonDennis FrauenCo-authorship / ResearcherPersonMaximilian MuschalikCo-authorship / ResearcherPersonStefan FeuerriegelCo-authorship / ResearcherPersonMarie BrockschmidtCo-authorship / ResearcherPersonSanto M. A. R. ThiesCo-authorship / ResearcherPersonMaresa SchröderCo-authorship / ResearcherPersonEyke HüllermeierCo-authorship / Researcher

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