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Stefan Feuerriegel

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Causal Machine Learning for Cost-Effective Allocation of Development Aid

Jan 31, 2024
Milan Kuzmanovic, Dennis Frauen, Tobias Hatt, Stefan Feuerriegel

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A Globally Convergent Algorithm for Neural Network Parameter Optimization Based on Difference-of-Convex Functions

Jan 15, 2024
Daniel Tschernutter, Mathias Kraus, Stefan Feuerriegel

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Which linguistic cues make people fall for fake news? A comparison of cognitive and affective processing

Dec 02, 2023
Bernhard Lutz, Marc Adam, Stefan Feuerriegel, Nicolas Pröllochs, Dirk Neumann

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Causal Fairness under Unobserved Confounding: A Neural Sensitivity Framework

Nov 30, 2023
Maresa Schröder, Dennis Frauen, Stefan Feuerriegel

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A Neural Framework for Generalized Causal Sensitivity Analysis

Nov 27, 2023
Dennis Frauen, Fergus Imrie, Alicia Curth, Valentyn Melnychuk, Stefan Feuerriegel, Mihaela van der Schaar

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Bounds on Representation-Induced Confounding Bias for Treatment Effect Estimation

Nov 19, 2023
Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel

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Counterfactual Fairness for Predictions using Generative Adversarial Networks

Oct 26, 2023
Yuchen Ma, Dennis Frauen, Valentyn Melnychuk, Stefan Feuerriegel

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Bayesian Neural Controlled Differential Equations for Treatment Effect Estimation

Oct 26, 2023
Konstantin Hess, Valentyn Melnychuk, Dennis Frauen, Stefan Feuerriegel

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Causal Understanding of Why Users Share Hate Speech on Social Media

Oct 24, 2023
Dominique Geissler, Abdurahman Maarouf, Stefan Feuerriegel

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In-Context Few-Shot Relation Extraction via Pre-Trained Language Models

Oct 17, 2023
Yilmazcan Ozyurt, Stefan Feuerriegel, Ce Zhang

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