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Stefan Feuerriegel

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Web Mining to Inform Locations of Charging Stations for Electric Vehicles

Mar 10, 2022
Philipp Hummler, Christof Naumzik, Stefan Feuerriegel

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Interpretable Off-Policy Learning via Hyperbox Search

Mar 04, 2022
Daniel Tschernutter, Tobias Hatt, Stefan Feuerriegel

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Estimating Conditional Average Treatment Effects with Missing Treatment Information

Mar 02, 2022
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel

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Estimating average causal effects from patient trajectories

Mar 02, 2022
Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel

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Combining Observational and Randomized Data for Estimating Heterogeneous Treatment Effects

Feb 25, 2022
Tobias Hatt, Jeroen Berrevoets, Alicia Curth, Stefan Feuerriegel, Mihaela van der Schaar

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Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies

Dec 06, 2021
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel

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Generalizing Off-Policy Learning under Sample Selection Bias

Dec 02, 2021
Tobias Hatt, Daniel Tschernutter, Stefan Feuerriegel

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A Sociotechnical View of Algorithmic Fairness

Sep 27, 2021
Mateusz Dolata, Stefan Feuerriegel, Gerhard Schwabe

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Contrastive Domain Adaptation for Question Answering using Limited Text Corpora

Aug 31, 2021
Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel

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Sequential Deconfounding for Causal Inference with Unobserved Confounders

Apr 16, 2021
Tobias Hatt, Stefan Feuerriegel

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