publications

2024

  1. Voting with Generative AI for German Compound Splitting in E-commerce Search
    Ümit Yilmaz , Kilian Merkelbach, Daniel Stein , and 1 more author
    In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , 2024
  2. AI-safe Autocompletion with RAG and Relevance Curation
    Kilian Merkelbach, Ksenia Riabinova , and Arnab Dutta
    In Proceedings of the 33rd ACM International Conference on Information and Knowledge Management , 2024

2023

  1. Novel architecture for gated recurrent unit autoencoder trained on time series from electronic health records enables detection of ICU patient subgroups
    Kilian Merkelbach, Steffen Schaper , Christian Diedrich , and 2 more authors
    Scientific Reports, 2023
    Website
  2. Salient Features for Longitudinal Patient Data using Deep Recurrent Autoencoders
    Kilian Merkelbach
    2023
    Website

2022

  1. HybridML: Open source platform for hybrid modeling
    Kilian Merkelbach, Artur M Schweidtmann , Younes Müller , and 6 more authors
    Computers & Chemical Engineering, 2022
    Website