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Dive into the research topics where Shai Shalev-Shwartz 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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Managing extreme AI risks amid rapid progress: Preparation requires technical research and development, as well as adaptive, proactive governance
Bengio, Y., Hinton, G., Yao, A., Song, D., Abbeel, P., Darrell, T., Harari, Y. N., Zhang, Y. Q., Xue, L., Shalev-Shwartz, S., Hadfield, G., Clune, J., Maharaj, T., Hutter, F., Baydin, A. G., McIlraith, S., Gao, Q., Acharya, A., Krueger, D. & Dragan, A. & 5 others, , 24 May 2024, In: Science. 384, 6698, p. 842-845 4 p.Research output: Contribution to journal › Article › peer-review
206 Scopus citations -
Artificial Intelligence for Automated Vehicle Control and Traffic Operations: Challenges and Opportunities
Abbink, D. A., Hao, P., Laval, J., Shalev-Shwartz, S., Wu, C., Yang, T., Hamdar, S., Chen, D., Xie, Y., Li, X. & Haque, M., 2022, Lecture Notes in Mobility. Springer Science and Business Media Deutschland GmbH, p. 60-72 13 p. (Lecture Notes in Mobility).Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
3 Scopus citations -
Efficient Learning of CNNs using Patch Based Features
Brutzkus, A., Globerson, A., Malach, E., Netser, A. R. & Shalev-Shwartz, S., 2022, In: Proceedings of Machine Learning Research. 162, p. 2336-2356 21 p.Research output: Contribution to journal › Conference article › peer-review
Open Access9 Scopus citations -
Huge Frozen Language Models as Readers for Open-Domain Question Answering
Levine, Y., Ram, O., Jannai, D., Lenz, B., Shalev-Shwartz, S., Shashua, A., Leyton-Brown, K. & Shoham, Y., 2 Jun 2022. 5 p.Research output: Contribution to conference › Paper › peer-review
Open Access -
Knowledge Distillation: Bad Models Can Be Good Role Models
Kaplun, G., Malach, E., Nakkiran, P. & Shalev-Shwartz, S., 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
8 Scopus citations