Research output per year
Research output per year
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Dive into the research topics where Daniel Deutch is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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CaFA: Cost-aware, Feasible Attacks with Database Constraints Against Neural Tabular Classifiers
Ben-Tov, M., Deutch, D., Frost, N. & Sharif, M., 1 Jan 2024, Proceedings - 45th IEEE Symposium on Security and Privacy, SP 2024. Institute of Electrical and Electronics Engineers Inc., p. 1345-1364 20 p. (Proceedings - IEEE Symposium on Security and Privacy).Tel Aviv University, Ben-Gurion University of the Negev
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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. p. 597-609 13 p. (Advances in Database Technology - EDBT; vol. 27, no. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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, , 1 Jun 2024, In: OpenAccess Series in Informatics. 119Ben-Gurion University of the Negev, Tel Aviv University
Research output: Contribution to journal › Editorial
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Answering Questions by Meta-Reasoning over Multiple Chains of Thought
Yoran, O., Wolfson, T., Bogin, B., Katz, U., Deutch, D. & Berant, J., 1 Jan 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).Tel Aviv University, Bar-Ilan University
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
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 proceeding › Conference contribution › peer-review