1.3k citations · 2.5k across the 128 of their papers we have counts for
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Deconfounding Temporal Autoencoder: Estimating Treatment Effects over Time Using Noisy Proxies
Milan Kuzmanovic, Tobias Hatt, Stefan Feuerriegel
Estimating individualized treatment effects (ITEs) from observational data is crucial for decision-making. In order to obtain unbiased ITE estimates, a common assumption is that al…
Generalizing Off-Policy Learning under Sample Selection Bias
Tobias Hatt, Daniel Tschernutter, Stefan Feuerriegel
Learning personalized decision policies that generalize to the target population is of great relevance. Since training data is often not representative of the target population, st…
A Sociotechnical View of Algorithmic Fairness
Mateusz Dolata, Stefan Feuerriegel, Gerhard Schwabe
Algorithmic fairness has been framed as a newly emerging technology that mitigates systemic discrimination in automated decision-making, providing opportunities to improve fairness…
Contrastive Domain Adaptation for Question Answering using Limited Text Corpora
Zhenrui Yue, Bernhard Kratzwald, Stefan Feuerriegel
Question generation has recently shown impressive results in customizing question answering (QA) systems to new domains. These approaches circumvent the need for manually annotated…
Exploring the Effect of Visual Cues on Eye Gaze During AR-Guided Picking and Assembly Tasks
Arne Seeliger, Gerrit Merz, Christian Holz +1
In this paper, we present an analysis of eye gaze patterns pertaining to visual cues in augmented reality (AR) for head-mounted displays (HMDs). We conducted an experimental study…
Artificial intelligence across company borders
Olga Fink, Torbjørn Netland, Stefan Feuerriegel
Artificial intelligence (AI) has become a valued technology in many companies. At the same time, a substantial potential for utilizing AI \emph{across} company borders has remained…