20062022

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  • CFDB: Machine Learning Model Analysis via Databases of CounterFactuals

    Meyuhas, I., Ben Arie, A., Horesh, Y. & Deutch, D., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2401-2404 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Computing the Shapley Value of Facts in Query Answering

    Deutch, D., Frost, N., Kimelfeld, B. & Monet, M., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 1570-1583 14 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • ShapGraph: An Holistic View of Explanations through Provenance Graphs and Shapley Values

    Davidson, S., Deutch, D., Frost, N., Kimelfeld, B., Koren, O. & Monet, M., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2373-2376 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Theory and Practice of Provenance

    Deutch, D., Malik, T. & Chapman, A., 10 Jun 2022, SIGMOD 2022 - Proceedings of the 2022 International Conference on Management of Data. Association for Computing Machinery, p. 2544-2545 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

    Open Access
  • Explanations for Data Repair through Shapley Values

    Deutch, D., Frost, N., Gilad, A. & Sheffer, O., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 362-371 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review