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Publications

Displaying results 51 to 60 of 533.
  1. Lukas Sommer; Julian Oppermann; Alejandro Molina; Carsten Binnig; Kristian Kersting; Andreas Koch

    Automatic Mapping of the Sum-Product Network Inference Problem to FPGA-Based Accelerators

    In: 36th IEEE International Conference on Computer Design. IEEE International Conference on Computer Design (ICCD-2018), October 7-10, Orlando, FL, …

  2. Antonio Vergari; Robert Peharz; Nicola Di Mauro; Alejandro Molina; Kristian Kersting; Floriana Esposito

    Sum-Product Autoencoding: Encoding and Decoding Representations Using Sum-Product Networks

    In: Sheila A. McIlraith; Kilian Q. Weinberger (Hrsg.). Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Conference on …

  3. Alejandro Molina; Antonio Vergari; Nicola Di Mauro; Sriraam Natarajan; Floriana Esposito; Kristian Kersting

    Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains

    In: Sheila A. McIlraith; Kilian Q. Weinberger (Hrsg.). Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Conference on …

  4. Alejandro Molina; Alexander Munteanu; Kristian Kersting

    Core Dependency Networks

    In: Sheila A. McIlraith; Kilian Q. Weinberger (Hrsg.). Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence. AAAI Conference on …

  5. Alex Galakatos; Michael Markovitch; Carsten Binnig; Rodrigo Fonseca; Tim Kraska

    A-Tree: A Bounded Approximate Index Structure

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1801.10207, Pages 0-10, arXiv, 2018.

  6. Marcel Blöcher; Tobias Ziegler; Carsten Binnig; Patrick Eugster

    Boosting scalable data analytics with modern programmable networks

    In: Wolfgang Lehner; Kenneth Salem (Hrsg.). Proceedings of the 14th International Workshop on Data Management on New Hardware. International Workshop …

  7. Yeounoh Chung; Michael Lind Mortensen; Carsten Binnig; Tim Kraska

    Estimating the Impact of Unknown Unknowns on Aggregate Query Results

    In: ACM Transactions on Database Systems (TODS), Vol. 43, No. 1, Pages 3:1-3:37, Association for Computing Machinery (ACM), 2018.

  8. Robin Rehrmann; Carsten Binnig; Alexander Böhm; Kihong Kim; Wolfgang Lehner; Amr Rizk

    OLTPShare: The Case for Sharing in OLTP Workloads

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 11, No. 12, Pages 1769-1780, Association for Computing Machinery (ACM), 2018.

  9. Adapting to Dynamic User Environments in Complex Event Processing System using Transitions

    In: Proceedings of the 12th ACM International Conference on Distributed and Event-Based Systems. ACM International Conference on Distributed and …

  10. Unsupervised Pathology Detection in Medical Images using Learning-based Methods

    In: Andreas Maier; Thomas M. Deserno; Heinz Handels; Klaus Hermann Maier-Hein; Christoph Palm; Thomas Tolxdorff (Hrsg.). Bildverarbeitung für die …