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72 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14921 | 
Súkeník, P., Mondelli, M., & Lampert, C. (2023). Deep neural collapse is provably optimal for the deep unconstrained features model. In 37th Annual Conference on Neural Information Processing Systems. New Orleans, LA, United States.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14924 |
Wu, D., Kungurtsev, V., & Mondelli, M. (2023). Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence. In Transactions on Machine Learning Research. ML Research Press.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14459 |
Shevchenko, A., Kögler, K., Hassani, H., & Mondelli, M. (2023). Fundamental limits of two-layer autoencoders, and achieving them with gradient methods. In Proceedings of the 40th International Conference on Machine Learning (Vol. 202, pp. 31151–31209). Honolulu, Hawaii, HI, United States: ML Research Press.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11639 |
Zhang, Y., & Vatedka, S. (2022). List decoding random Euclidean codes and Infinite constellations. IEEE Transactions on Information Theory. IEEE. https://doi.org/10.1109/TIT.2022.3189542
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 17086 |
Zhang, Y., & Weinberger, N. (2022). Mean estimation in high-dimensional binary Markov Gaussian mixture models. In 36th Conference on Neural Information Processing Systems (Vol. 35). New Orleans, LA, United States: ML Research Press.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12017
Yadav, A. K., Alimohammadi, M., Zhang, Y., Budkuley, A. J., & Jaggi, S. (2022). New results on AVCs with omniscient and myopic adversaries. In 2022 IEEE International Symposium on Information Theory (Vol. 2022, pp. 2535–2540). Espoo, Finland: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ISIT50566.2022.9834632
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| DOI
2022 | Published | Journal Article | IST-REx-ID: 12233 |
Doan, N., Hashemi, S. A., Mondelli, M., & Gross, W. J. (2022). Decoding Reed-Muller codes with successive codeword permutations. IEEE Transactions on Communications. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tcomm.2022.3211101
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12273 |
Zhang, Y., Vatedka, S., Jaggi, S., & Sarwate, A. D. (2022). Quadratically constrained myopic adversarial channels. IEEE Transactions on Information Theory. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/tit.2022.3167554
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12536 |
Barbier, J., Hou, T., Mondelli, M., & Saenz, M. (2022). The price of ignorance: How much does it cost to forget noise structure in low-rank matrix estimation? In 36th Annual Conference on Neural Information Processing Systems (Vol. 35). New Orleans, LA, United States.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12538 |
Amani, M. H., Bombari, S., Mondelli, M., Pukdee, R., & Rini, S. (2022). Sharp asymptotics on the compression of two-layer neural networks. IEEE Information Theory Workshop. Mumbai, India: IEEE. https://doi.org/10.1109/ITW54588.2022.9965870
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| arXiv
2022 | Submitted | Preprint | IST-REx-ID: 12860 |
Bombari, S., Achille, A., Wang, Z., Wang, Y.-X., Xie, Y., Singh, K. Y., … Soatto, S. (n.d.). Towards differential relational privacy and its use in question answering. arXiv. https://doi.org/10.48550/arXiv.2203.16701
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12012 |
Torkamani, Sahel, Heterogeneous differential privacy via graphs. 2022 IEEE International Symposium on Information Theory 2022. 2022
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12011 |
Zhang, Yihan, The capacity of causal adversarial channels. 2022 IEEE International Symposium on Information Theory 2022. 2022
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10211 |
Mondelli, M., Thrampoulidis, C., & Venkataramanan, R. (2022). Optimal combination of linear and spectral estimators for generalized linear models. Foundations of Computational Mathematics. Springer. https://doi.org/10.1007/s10208-021-09531-x
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10364 |
Hashemi, S. A., Mondelli, M., Fazeli, A., Vardy, A., Cioffi, J., & Goldsmith, A. (2022). Parallelism versus latency in simplified successive-cancellation decoding of polar codes. IEEE Transactions on Wireless Communications. Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/TWC.2021.3125626
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