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72 Publications
2022 | Submitted | Preprint | IST-REx-ID: 12860 | 
Bombari, Simone, et al. “Towards Differential Relational Privacy and Its Use in Question Answering.” ArXiv, 2203.16701, doi:10.48550/arXiv.2203.16701.
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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 |
Mondelli, Marco, et al. “Optimal Combination of Linear and Spectral Estimators for Generalized Linear Models.” Foundations of Computational Mathematics, vol. 22, no. 5, Springer, 2022, pp. 1513–66, doi:10.1007/s10208-021-09531-x.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 10364 |
Hashemi, Seyyed Ali, et al. “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, 2022, pp. 3909–20, doi:10.1109/TWC.2021.3125626.
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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 |
Mondelli, Marco, and Ramji Venkataramanan. “Approximate Message Passing with Spectral Initialization for Generalized Linear Models.” Journal of Statistical Mechanics: Theory and Experiment, vol. 2022, no. 11, 114003, IOP Publishing, 2022, doi:10.1088/1742-5468/ac9828.
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2022 | Published | Conference Paper | IST-REx-ID: 12540 |
Venkataramanan, Ramji, et al. “Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing.” Proceedings of the 39th International Conference on Machine Learning, vol. 162, 22, ML Research Press, 2022.
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2022 | Published | Conference Paper | IST-REx-ID: 12537 |
Bombari, Simone, et al. “Memorization and Optimization in Deep Neural Networks with Minimum Over-Parameterization.” 36th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2022, pp. 7628–40.
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2022 | Published | Journal Article | IST-REx-ID: 11420 |
Shevchenko, Alexander, et al. “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, 2022, pp. 1–55.
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2021 | Published | Journal Article | IST-REx-ID: 15254 |
Li, Sijie, et al. “Network Coding with Myopic Adversaries.” IEEE Journal on Selected Areas in Information Theory, vol. 2, no. 4, IEEE, 2021, pp. 1108–19, doi:10.1109/JSAIT.2021.3126474.
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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 |
Hashemi, Seyyed Ali, et al. “Parallelism versus Latency in Simplified Successive-Cancellation Decoding of Polar Codes.” 2021 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2021, pp. 2369–74, doi:10.1109/ISIT45174.2021.9518153.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10593 |
Mondelli, Marco, and Ramji Venkataramanan. “PCA Initialization for Approximate Message Passing in Rotationally Invariant Models.” 35th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2021, pp. 29616–29.
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2021 | Published | Conference Paper | IST-REx-ID: 10594 |
Nguyen, Quynh, et al. “When Are Solutions Connected in Deep Networks?” 35th Conference on Neural Information Processing Systems, vol. 35, Neural Information Processing Systems Foundation, 2021.
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