טלפון: +972-4-8240620
פנימי: 53620
משרד: בניין רבין, חדר 8066
שעות קבלה: בתיאום מראש
Ido Nachum joined the Department of Statistics at the University of Haifa in 2024. He began his career as an aerospace engineer in RAFAEL Ltd. (Atuda military service) while completing his MSc in pure math (2015, Technion), studying measured group theory. In his PhD (2019, Technion), he studied statistical learning questions through the lens of information theory and was a postdoctoral researcher in the School of Computer Science at EPFL, focusing on mathematical questions that arise from artificial neural computation.
Gastpar M., Nachum I., Shafer J., Weinberger T., Fantastic Generalization Measures are Nowhere to be Found, ICLR 2024 https://arxiv.org/abs/2309.13658
Pradeep A., Nachum I., Gastpar M., Finite Littlestone Dimension Implies
Finite Information Complexity, ISIT 2022 https://arxiv.org/abs/2206.13257
Nachum I., Hązła J., Gastpar M., Khina A., A Johnson–Lindenstrauss Framework for Randomly Initialized CNNs, ICLR 2022 https://arxiv.org/abs/2111.02155
Cornacchia E., Hązła J., Nachum I., Yehudayoff A., Regularization by Misclassification in ReLU Neural Networks. https://arxiv.org/abs/2111.02154
Abbe E., Hązła J., Nachum I., Almost-Reed-Muller Codes Achieve Constant Rates for Random Errors, IEEE Transactions on Information Theory (2021) https://arxiv.org/abs/2004.09590
Moran S., Nachum I., Panasoff I., Yehudayoff A., On the Perceptron’s Compression, CiE2020. https://arxiv.org/abs/1806.05403
Nachum I., Yehudayoff A., On Symmetry and Initialization for Neural Networks, LATIN2020. https://arxiv.org/abs/1907.00560
Nachum I., Yehudayoff A., Average-Case Information Complexity of Learning, ALT2019. https://arxiv.org/abs/1811.09923
Nachum I., Shafer J., Yehudayoff A., A Direct Sum Result for the Information Complexity of Learning, COLT2018. https://arxiv.org/abs/1804.05474
Bassily R., Moran S., Nachum I., Shafer J., Yehudayoff A., Learners that Use Little Information, ALT2018. https://arxiv.org/abs/1710.05233
Nachum I., Coarse Symmetries of Groups, M.Sc. Thesis. https://www.graduate.technion.ac.il/Theses/Abstracts.asp?Id=28665
