Daniel Deutch

Professor

20062024

Research activity per year

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  • Optimizing Counterfactual-based Analysis of Machine Learning Models Through Databases

    Arie, A. B., Deutch, D., Frost, N., Horesh, Y. & Meyuhas, I., 18 Mar 2024, Advances in Database Technology - EDBT. 3 ed. OpenProceedings.org, p. 597-609 13 p. (Advances in Database Technology - EDBT; vol. 27, no. 3).

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

  • Predicting Fact Contributions from Query Logs with Machine Learning

    Arad, D., Deutch, D. & Frost, N., 18 Mar 2024, Advances in Database Technology - EDBT. 3 ed. OpenProceedings.org, p. 704-716 13 p. (Advances in Database Technology - EDBT; vol. 27, no. 3).

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

  • Preface

    Amarilli, A., Buneman, P., Deutch, D., Deutsch, A., Ives, Z., Suciu, D., Atzeni, P., Baldazzi, T., Bellomarini, L., Bhaskar, S., Brinke, S., Buneman, P., Ceri, S., Christophides, V., Colombo, A., Deutsch, A., Fan, W., Gallier, J., Gentili, A. & Grädel, E. & 12 others, Lindell, S., Liu, S., Mrkonjić, L., Myrtakis, N., Naaf, M., Sallinger, E., Senellart, P., Suciu, D., Tsamardinos, I., Vansummeren, S., Weinstein, S. & Wong, L., Jun 2024, In: OpenAccess Series in Informatics. 119

    Research output: Contribution to journalEditorial

  • Answering Questions by Meta-Reasoning over Multiple Chains of Thought

    Yoran, O., Wolfson, T., Bogin, B., Katz, U., Deutch, D. & Berant, J., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 5942-5966 25 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

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

  • 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

    1 Scopus citations