The Rachel and Selim Benin School of Engineering and Computer Science

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  • 2022

    Synthesis of Privacy-Preserving Systems

    Kupferman, O. & Leshkowitz, O., 1 Dec 2022, 42nd IARCS Annual Conference on Foundations of Software Technology and Theoretical Computer Science, FSTTCS 2022. Dawar, A. & Guruswami, V. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 42:1-42:23 23 p. 42. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 250).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • The Case for Establishing a Collective Perspective to Address the Harms of Platform Personalization

    Gordon-Tapiero, A., Wood, A. & Ligett, K., 1 Nov 2022, CSLAW 2022 - Proceedings of the 2022 Symposium on Computer Science and Law. Association for Computing Machinery, Inc, p. 119-130 12 p. (CSLAW 2022 - Proceedings of the 2022 Symposium on Computer Science and Law).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • The Complexity of LTL Rational Synthesis

    Kupferman, O. & Shenwald, N., 2022, Tools and Algorithms for the Construction and Analysis of Systems - 28th International Conference, TACAS 2022, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2022, Proceedings. Fisman, D. & Rosu, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 25-45 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13243 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • The Effect of Information Content and Length on Name Recollection

    Etgar, A., Friedman, R., Haiman, S., Perez, D. & Feitelson, D. G., 2022, Proceedings - 30th IEEE/ACM International Conference on Program Comprehension, ICPC 2022. IEEE Computer Society, p. 141-151 11 p. (IEEE International Conference on Program Comprehension; vol. 2022-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • The Grammar-Learning Trajectories of Neural Language Models

    Choshen, L., Hacohen, G., Weinshall, D. & Abend, O., 2022, ACL 2022 - 60th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference (Long Papers). Muresan, S., Nakov, P. & Villavicencio, A. (eds.). Association for Computational Linguistics (ACL), p. 8281-8297 17 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • The Language of Programming: On the Vocabulary of Names

    Amit, N. & Feitelson, D. G., 2022, Proceedings - 2022 29th Asia-Pacific Software Engineering Conference, APSEC 2022. IEEE Computer Society, p. 21-30 10 p. (Proceedings - Asia-Pacific Software Engineering Conference, APSEC; vol. 2022-December).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • The Query Complexity of Cake Cutting

    Brânzei, S. & Nisan, N., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Time-Space Tradeoffs for Sponge Hashing: Attacks and Limitations for Short Collisions

    Freitag, C., Ghoshal, A. & Komargodski, I., 2022, Advances in Cryptology – CRYPTO 2022 - 42nd Annual International Cryptology Conference, CRYPTO 2022, Proceedings. Dodis, Y. & Shrimpton, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 131-160 30 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13509 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Twilight: A Differentially Private Payment Channel Network

    Dotan, M., Tochner, S., Zohar, A. & Gilad, Y., 2022, Proceedings of the 31st USENIX Security Symposium, Security 2022. USENIX Association, p. 555-570 16 p. (Proceedings of the 31st USENIX Security Symposium, Security 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Verification-Aided Deep Ensemble Selection

    Amir, G., Zelazny, T., Katz, G. & Schapira, M., 2022, Proceedings of the 22nd Conference on Formal Methods in Computer-Aided Design, FMCAD 2022. Griggio, A. & Rungta, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 27-37 11 p. (Proceedings of the 22nd Conference on Formal Methods in Computer-Aided Design, FMCAD 2022).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    13 Scopus citations

  • Virtual ASICs: Generalized Proof-of-Stake Mining in Cryptocurrencies

    Ganesh, C., Orlandi, C., Tschudi, D. & Zohar, A., 2022, Data Privacy Management, Cryptocurrencies and Blockchain Technology - ESORICS 2021 International Workshops, DPM 2021 and CBT 2021, Revised Selected Papers. Garcia-Alfaro, J., Muñoz-Tapia, J. L., Navarro-Arribas, G. & Soriano, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 173-191 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13140 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models

    Bitton, Y., Bitton-Guetta, N., Yosef, R., Elovici, Y., Bansal, M., Stanovsky, G. & Schwartz, R., 2022, Advances in Neural Information Processing Systems 35 - 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Scopus citations

  • You Say Factorization Machine, I Say Neural Network-It's All in the Activation

    Almagor, C. & Hoshen, Y., 12 Sep 2022, RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems. Association for Computing Machinery, Inc, p. 389-398 10 p. (RecSys 2022 - Proceedings of the 16th ACM Conference on Recommender Systems).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2021

    50 Ways to Bake a Cookie: Mapping the Landscape of Procedural Texts

    Mizrahi, M. & Shahaf, D., 26 Oct 2021, CIKM 2021 - Proceedings of the 30th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1304-1314 11 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • A Bootstrap Self-training Method for Sequence Transfer: State-of-the-Art Placenta Segmentation in fetal MRI

    Specktor-Fadida, B., Link-Sourani, D., Ferster-Kveller, S., Ben-Sira, L., Miller, E., Ben-Bashat, D. & Joskowicz, L., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 189-199 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • A Devil of a Time: How Vulnerable is NTP to Malicious Timeservers?

    Perry, Y., Rozen-Schiff, N. & Schapira, M., 2021, 28th Annual Network and Distributed System Security Symposium, NDSS 2021. The Internet Society, (28th Annual Network and Distributed System Security Symposium, NDSS 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    6 Scopus citations

  • A Hierarchy of Nondeterminism

    Radi, B. A., Kupferman, O. & Leshkowitz, O., 1 Aug 2021, 46th International Symposium on Mathematical Foundations of Computer Science, MFCS 2021. Bonchi, F. & Puglisi, S. J. (eds.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 85:1-85:21 21 p. 85. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 202).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • A Logarithmic Lower Bound for Oblivious RAM (for All Parameters)

    Komargodski, I. & Lin, W. K., 2021, Advances in Cryptology – CRYPTO 2021 - 41st Annual International Cryptology Conference, CRYPTO 2021, Proceedings. Malkin, T. & Peikert, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 579-609 31 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12828 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Scopus citations

  • Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II

    Arjevani, Y. & Field, M., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 15162-15174 13 p. (Advances in Neural Information Processing Systems; vol. 18).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • A Neuromorphic Graphene UV Phototransistor

    Frydendahl, C., Chaitanya Indukuri, S. R. K., Grajower, M., Mazurski, N., Shappir, J. & Levy, U., May 2021, 2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • An Image is Worth More Than a Thousand Words: Towards Disentanglement in the Wild

    Gabbay, A., Cohen, N. & Hoshen, Y., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 9216-9228 13 p. (Advances in Neural Information Processing Systems; vol. 12).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    22 Scopus citations

  • An improved protocol for the exactly-N problem

    Linial, N. & Shraibman, A., 1 Jul 2021, 36th Computational Complexity Conference, CCC 2021. Kabanets, V. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 2:1-2:8 8 p. 2. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 200).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • An SMT-Based Approach for Verifying Binarized Neural Networks

    Amir, G., Wu, H., Barrett, C. & Katz, G., 2021, Tools and Algorithms for the Construction and Analysis of Systems - 27th International Conference, TACAS 2021 Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021. Groote, J. F. & Larsen, K. G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 203-222 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12652 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Asynchronous Stochastic Optimization Robust to Arbitrary Delays

    Cohen, A., Daniely, A., Drori, Y., Koren, T. & Schain, M., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 9024-9035 12 p. (Advances in Neural Information Processing Systems; vol. 11).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    15 Scopus citations

  • Audio-Visual Evaluation of Oratory Skills

    Michelson, T. & Peleg, S., 2021, Proceedings - 3rd International Conference on Transdisciplinary AI, TransAI 2021. Institute of Electrical and Electronics Engineers Inc., p. 103-106 4 p. (Proceedings - 3rd International Conference on Transdisciplinary AI, TransAI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Augmenting Deep Neural Networks with Scenario-Based Guard Rules

    Katz, G., 2021, Model-Driven Engineering and Software Development - 8th International Conference, MODELSWARD 2020, Revised Selected Papers. Hammoudi, S., Pires, L. F. & Selić, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 147-172 26 p. (Communications in Computer and Information Science; vol. 1361).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Scopus citations

  • Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language

    Wenger, M., Kalir, T., Berger, N., Chalamish, C. K., Keydar, R. & Stanovsky, G., 2021, Natural Legal Language Processing, NLLP 2021 - Proceedings of the 2021 Workshop. Aletras, N., Androutsopoulos, I., Barrett, L., Goanta, C. & Preotiuc-Pietro, D. (eds.). Association for Computational Linguistics (ACL), p. 36-45 10 p. (Natural Legal Language Processing, NLLP 2021 - Proceedings of the 2021 Workshop).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA

    Bitton, Y., Stanovsky, G., Schwartz, R. & Elhadad, M., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 94-105 12 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    20 Scopus citations

  • Binary Maximal Correlation Bounds and Isoperimetric Inequalities via Anti-Concentration

    Drach, D., Ordentlich, O. & Shayevitz, O., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1284-1289 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Bipartite perfect matching as a real polynomial

    Beniamini, G. & Nisan, N., 15 Jun 2021, STOC 2021 - Proceedings of the 53rd Annual ACM SIGACT Symposium on Theory of Computing. Khuller, S. & Williams, V. V. (eds.). Association for Computing Machinery, p. 1118-1131 14 p. (Proceedings of the Annual ACM Symposium on Theory of Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Catchphrase: Automatic Detection of Cultural References

    Sweed, N. & Shahaf, D., 2021, ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1-7 7 p. (ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Certifying DFA Bounds for Recognition and Separation

    Kupferman, O., Lavee, N. & Sickert, S., 2021, Automated Technology for Verification and Analysis - 19th International Symposium, ATVA 2021, Proceedings. Hou, Z. & Ganesh, V. (eds.). Springer Science and Business Media Deutschland GmbH, p. 48-64 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12971 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Certifying inexpressibility

    Kupferman, O. & Sickert, S., 2021, Foundations of Software Science and Computation Structures - 24th International Conference, FOSSACS 2021 Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2021, Proceedings. Kiefer, S. & Tasson, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 385-405 21 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12650).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Collecting a Large-Scale Gender Bias Dataset for Coreference Resolution and Machine Translation

    Levy, S., Lazar, K. & Stanovsky, G., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). Association for Computational Linguistics (ACL), p. 2470-2480 11 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    34 Scopus citations

  • Congestion Attacks in Payment Channel Networks

    Mizrahi, A. & Zohar, A., 2021, Financial Cryptography and Data Security - 25th International Conference, FC 2021, Revised Selected Papers. Borisov, N. & Diaz, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 170-188 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12675 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    32 Scopus citations

  • Considerations and Pitfalls in Controlled Experiments on Code Comprehension

    Feitelson, D. G., May 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension, ICPC 2021. IEEE Computer Society, p. 106-117 12 p. 9463032. (IEEE International Conference on Program Comprehension; vol. 2021-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    16 Scopus citations

  • Constructing Multiclass Classifiers using Binary Classifiers under Log-Loss

    Ben-Yishai, A. & Ordentlich, O., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2435-2440 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • Critical Slowing down near Topological Transitions in Rate-Distortion Problems

    Agrnon, S., Benger, E., Ordentlich, O. & Tishby, N., 12 Jul 2021, 2021 IEEE International Symposium on Information Theory, ISIT 2021 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2625-2630 6 p. (IEEE International Symposium on Information Theory - Proceedings; vol. 2021-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Scopus citations

  • Cross-document Coreference Resolution over Predicted Mentions.

    Cattan, A., Eirew, A., Stanovsky, G., Joshi, M. & Dagan, I., 2021, Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021. Association for Computational Linguistics, ACL Anthology, p. 5100-5107 8 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • Data Efficient Masked Language Modeling for Vision and Language

    Bitton, Y., Stanovsky, G., Elhadad, M. & Schwartz, R., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). Association for Computational Linguistics (ACL), p. 3013-3028 16 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Decentralized Multi-authority ABE for DNFs from LWE

    Datta, P., Komargodski, I. & Waters, B., 2021, Advances in Cryptology – EUROCRYPT 2021 - 40th Annual International Conference on the Theory and Applications of Cryptographic Techniques, Proceedings. Canteaut, A. & Standaert, F.-X. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-209 33 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12696 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    36 Scopus citations

  • DiDA: Iterative Boosting of Disentangled Synthesis and Domain Adaptation

    Cao, J., Katzir, O., Jiang, P., Lischinski, D., Cohen-Or, D., Tu, C. & Li, Y., 2021, Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021. Institute of Electrical and Electronics Engineers Inc., p. 201-208 8 p. (Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Differentially oblivious turing machines

    Komargodski, I. & Shi, E., 1 Feb 2021, 12th Innovations in Theoretical Computer Science Conference, ITCS 2021. Lee, J. R. (ed.). Schloss Dagstuhl- Leibniz-Zentrum fur Informatik GmbH, Dagstuhl Publishing, p. 68:1-68:19 19 p. 68. (Leibniz International Proceedings in Informatics, LIPIcs; vol. 185).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Does Code Structure Affect Comprehension? On Using and Naming Intermediate Variables

    Cates, R., Yunik, N. & Feitelson, D. G., May 2021, Proceedings - 2021 IEEE/ACM 29th International Conference on Program Comprehension, ICPC 2021. IEEE Computer Society, p. 118-126 9 p. 9462958. (IEEE International Conference on Program Comprehension; vol. 2021-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    10 Scopus citations

  • Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent

    Merrill, W., Ramanujan, V., Goldberg, Y., Schwartz, R. & Smith, N. A., 2021, EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings. Association for Computational Linguistics (ACL), p. 1766-1781 16 p. (EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations

  • Expected Validation Performance and Estimation of a Random Variable's Maximum

    Dodge, J., Gururangan, S., Card, D., Schwartz, R. & Smith, N. A., 2021, Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021. Moens, M.-F., Huang, X., Specia, L. & Yih, S.W.-T. (eds.). Association for Computational Linguistics (ACL), p. 4066-4073 8 p. (Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Extracting a Knowledge Base of Mechanisms from COVID-19 Papers

    Hope, T., Amini, A., Wadden, D., van Zuylen, M., Parasa, S., Horvitz, E., Weld, D., Schwartz, R. & Hajishirzi, H., 2021, NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 4489-4503 15 p. (NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    17 Scopus citations

  • Fairness in the Eyes of the Data: Certifying Machine-Learning Models

    Segal, S., Adi, Y., Pinkas, B., Baum, C., Ganesh, C. & Keshet, J., 21 Jul 2021, AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society. Association for Computing Machinery, Inc, p. 926-935 10 p. (AIES 2021 - Proceedings of the 2021 AAAI/ACM Conference on AI, Ethics, and Society).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    20 Scopus citations

  • Fetal Brain MRI Measurements Using a Deep Learning Landmark Network with Reliability Estimation

    Avisdris, N., Ben Bashat, D., Ben-Sira, L. & Joskowicz, L., 2021, Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis - 3rd International Workshop, UNSURE 2021, and 6th International Workshop, PIPPI 2021, Held in Conjunction with MICCAI 2021, Proceedings. Sudre, C. H., Licandro, R., Baumgartner, C., Melbourne, A., Dalca, A., Hutter, J., Tanno, R., Abaci Turk, E., Van Leemput, K., Torrents Barrena, J., Wells, W. M. & Macgowan, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 210-220 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12959 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Fine-grained foreground retrieval via teacher-student learning

    Wu, Z., Lischinski, D. & Shechtman, E., Jan 2021, Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021. Institute of Electrical and Electronics Engineers Inc., p. 3645-3653 9 p. (Proceedings - 2021 IEEE Winter Conference on Applications of Computer Vision, WACV 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations