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72 Publications
2022 | Submitted | Preprint | IST-REx-ID: 12860 | 
S. Bombari et al., “Towards differential relational privacy and its use in question answering,” arXiv. .
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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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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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2022 | Published | Journal Article | IST-REx-ID: 10211 |
M. Mondelli, C. Thrampoulidis, and R. Venkataramanan, “Optimal combination of linear and spectral estimators for generalized linear models,” Foundations of Computational Mathematics, vol. 22, no. 5. Springer, pp. 1513–1566, 2022.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10364 |
S. A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, and A. Goldsmith, “Parallelism versus latency in simplified successive-cancellation decoding of polar codes,” IEEE Transactions on Wireless Communications, vol. 21, no. 6. Institute of Electrical and Electronics Engineers, pp. 3909–3920, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12016 |
Fathollahi, Dorsa, Polar coded computing: The role of the scaling exponent. 2022 IEEE International Symposium on Information Theory 2022. 2022
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2022 | Published | Journal Article | IST-REx-ID: 12480 |
M. Mondelli and R. Venkataramanan, “Approximate message passing with spectral initialization for generalized linear models,” Journal of Statistical Mechanics: Theory and Experiment, vol. 2022, no. 11. IOP Publishing, 2022.
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2022 | Published | Conference Paper | IST-REx-ID: 12540 |
R. Venkataramanan, K. Kögler, and M. Mondelli, “Estimation in rotationally invariant generalized linear models via approximate message passing,” in Proceedings of the 39th International Conference on Machine Learning, Baltimore, MD, United States, 2022, vol. 162.
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2022 | Published | Conference Paper | IST-REx-ID: 12537 |
S. Bombari, M. H. Amani, and M. Mondelli, “Memorization and optimization in deep neural networks with minimum over-parameterization,” in 36th Conference on Neural Information Processing Systems, New Orleans, LA, United States, 2022, vol. 35, pp. 7628–7640.
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2022 | Published | Journal Article | IST-REx-ID: 11420 |
A. Shevchenko, V. Kungurtsev, and M. Mondelli, “Mean-field analysis of piecewise linear solutions for wide ReLU networks,” Journal of Machine Learning Research, vol. 23, no. 130. Journal of Machine Learning Research, pp. 1–55, 2022.
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2021 | Published | Journal Article | IST-REx-ID: 15254 |
S. Li, R. Bitar, S. Jaggi, and Y. Zhang, “Network coding with myopic adversaries,” IEEE Journal on Selected Areas in Information Theory, vol. 2, no. 4. IEEE, pp. 1108–1119, 2021.
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2021 | Published | Journal Article | IST-REx-ID: 9047 |
Mondelli, Marco, Sublinear latency for simplified successive cancellation decoding of polar codes. IEEE Transactions on Wireless Communications 20 (1). 2021
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10053 |
S. A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, and A. Goldsmith, “Parallelism versus latency in simplified successive-cancellation decoding of polar codes,” in 2021 IEEE International Symposium on Information Theory, Melbourne, Australia, 2021, pp. 2369–2374.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10593 |
M. Mondelli and R. Venkataramanan, “PCA initialization for approximate message passing in rotationally invariant models,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 35, pp. 29616–29629.
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2021 | Published | Conference Paper | IST-REx-ID: 10594 |
Q. Nguyen, P. Bréchet, and M. Mondelli, “When are solutions connected in deep networks?,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 35.
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