Recent Submissions 

  1. Not to Cry Wolf: Distantly Supervised Multitask Learning in Critical Care 

    Schwab, Patrick; Keller, Emanuela; Carl, Muroi; et al. (2018)
    Patients in the intensive care unit (ICU) require constant and close supervision. To assist clinical staff in this task, hospitals use monitoring systems that trigger audiovisual alarms if their algorithms indicate that a patient's condition may be worsening. However, current monitoring systems are extremely sensitive to movement artefacts and technical errors. As a result, they typically trigger hundreds to thousands of false alarms per ...
    Working Paper
  2. Granger-causal Attentive Mixtures of Experts 

    Schwab, Patrick; Karlen, Walter (2018)
    Several methods have recently been proposed to detect salient input features for outputs of neural networks. Those methods offer a qualitative glimpse at feature importance, but they fall short of providing quantifiable attributions that can be compared across decisions and measures of the expected quality of their explanations. To address these shortcomings, we present an attentive mixture of experts (AME) that couples attentive gating ...
    Working Paper
  3. The KOF Globalisation Index – Revisited 

    Gygli, Savina; Haelg, Florian; Sturm, Jan‐Egbert (2018)
    KOF Working Papers
    Working Paper
  4. Detecting Fake News in Social Networks via Crowdsourcing 

    Tschiatschek, Sebastian; Singla, Adish; Gomez-Rodriguez, Manuel; et al. (2017)
    arXiv
    Working Paper
  5. An Online Learning Approach to Generative Adversarial Networks 

    Grnarova, Paulina; Levy, Kfir Y.; Lucchi, Aurelien; et al. (2017)
    arXiv
    Working Paper
  6. Assessing the Gene Regulatory Landscape in 1,188 Human Tumors 

    Calabrese, Claudia; Lehmann, Kjong-Van; Urban, Lara; et al. (2017)
    bioRxiv
    Cancer is characterised by somatic genetic variation, but the effect of the majority of non-coding somatic variants and the interface with the germline genome are still unknown. We analysed the whole genome and RNA-seq data from 1,188 human cancer patients as provided by the Pan-cancer Analysis of Whole Genomes (PCAWG) project to map cis expression quantitative trait loci of somatic and germline variation and to uncover the causes of ...
    Working Paper
  7. A pan cancer analysis of promoter activity highlights the regulatory role of alternative transcription start sites and their association with noncoding mutations 

    Demircioğlu, Deniz; Kindermans, Martin; Nandi, Tannistha; et al. (2017)
    bioRxiv
    Most human protein-coding genes are regulated by multiple, distinct promoters, suggesting that the choice of promoter is as important as its level of transcriptional activity. While the role of promoters as driver elements in cancer has been recognized, the contribution of alternative promoters to regulation of the cancer transcriptome remains largely unexplored. Here we show that active promoters can be identified using RNA-Seq data, ...
    Working Paper
  8. Health Services as Credence Goods: A Field Experiment 

    Gottschalk, Felix; Mimra, Wanda; Waibel, Christian (2017)
    SSRN Working Paper
    Working Paper
  9. (Non)Exclusive Contracting under Adverse Selection: An Experiment 

    Mimra, Wanda; Waibel, Christian (2017)
    SSRN Working Paper
    Working Paper
  10. Autonomous Electric Race Car Design 

    Funk, Niklas; Alatur, Nikhilesh; Deuber, Robin; et al. (2017)
    arXiv
    Working Paper
  11. maplab: An Open Framework for Research in Visual-inertial Mapping and Localization 

    Schneider, Thomas; Dymczyk, Marcin; Fehr, Marius; et al. (2017)
    arXiv
    Working Paper
  12. Meteorology-Aware Multi-Goal Path Planning for Large-Scale Inspection Missions with Long-Endurance Solar-Powered Aircraft 

    Oettershagen, Philipp; Förster, Julian; Wirth, Lukas; et al. (2017)
    arXiv
    Working Paper
  13. Directional Statistics and Filtering Using libDirectional 

    Kurz, Gerhard; Gilitschenski, Igor; Pfaff, Florian; et al. (2017)
    arXiv
    Working Paper
  14. Towards Fully Environment-Aware UAVs: Real-Time Path Planning with Online 3D Wind Field Prediction in Complex Terrain 

    Oettershagen, Philipp; Achermann, Florian; Müller, Benjamin; et al. (2017)
    arXiv
    Working Paper
  15. Robust Collaborative Object Transportation Using Multiple MAVs 

    Tagliabue, Andrea; Kamel, Mina; Siegwart, Roland; et al. (2017)
    arXiv
    Working Paper
  16. Visual feature attribution using Wasserstein GANs 

    Baumgartner, Christian; Koch, Lisa; Tezcan, Kerem C.; et al. (2017)
    arXiv
    Working Paper
  17. SubCMap: Subject and condition specific effect maps 

    Konukoglu, Ender; Glocker, Ben (2017)
    arXiv
    Working Paper
  18. Boosting Variational Inference: an Optimization Perspective 

    Locatello, Francesco; Khanna, Rajiv; Ghosh, Joydeep; et al. (2017)
    arXiv
    Working Paper
  19. A Unified Optimization View on Generalized Matching Pursuit and Frank-Wolfe 

    Locatello, Francesco; Khanna, Rajiv; Tschannen, Michael; et al. (2017)
    arXiv
    Working Paper
  20. Real-valued (Medical) Time Series Generation with Recurrent Conditional GANs 

    Esteban, Cristóbal; Hyland, Stephanie L.; Rätsch, Gunnar (2017)
    arXiv
    Working Paper

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