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Jahr: 2018
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  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. Avinesh P. V. S.; Carsten Binnig; Benjamin Hättasch; Christian M. Meyer; Orkan Özyurt

    Sherlock: A System for Interactive Summarization of Large Text Collections

    In: Proceedings of the VLDB Endowment (PVLDB), Vol. 11, No. 12, Pages 1902-1905, Association for Computing Machinery (ACM), 2018.

  6. Cagatay Turkay; Nicola Pezzotti; Carsten Binnig; Hendrik Strobelt; Barbara Hammer; Daniel A. Keim; Jean-Daniel Fekete; Themis Palpanas; Yunhai Wang; Florin Rusu

    Progressive Data Science: Potential and Challenges

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1812.08032, Pages 0-10, arXiv, 2018.

  7. Prasetya Utama; Nathaniel Weir; Fuat Basik; Carsten Binnig; Ugur Çetintemel; Benjamin Hättasch; Amir Ilkhechi; Shekar Ramaswamy; Arif Usta

    An End-to-end Neural Natural Language Interface for Databases

    In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1804.00401, Pages 0-10, arXiv, 2018.

  8. Carsten Binnig

    Towards Interactive Data Exploration

    In: Jorge Bernardino; Christoph Quix (Hrsg.). Proceedings of the 7th International Conference on Data Science, Technology and Applications. …

  9. 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 …

  10. 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.

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