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72 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14921 | 
Súkeník, Peter, et al. “Deep Neural Collapse Is Provably Optimal for the Deep Unconstrained Features Model.” 37th Annual Conference on Neural Information Processing Systems, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14924 |
Wu, Diyuan, et al. “Mean-Field Analysis for Heavy Ball Methods: Dropout-Stability, Connectivity, and Global Convergence.” Transactions on Machine Learning Research, ML Research Press, 2023.
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| arXiv
2023 | Published | Conference Paper | IST-REx-ID: 14459 |
Shevchenko, Alexander, et al. “Fundamental Limits of Two-Layer Autoencoders, and Achieving Them with Gradient Methods.” Proceedings of the 40th International Conference on Machine Learning, vol. 202, ML Research Press, 2023, pp. 31151–209.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 11639 |
Zhang, Yihan, and Shashank Vatedka. “List Decoding Random Euclidean Codes and Infinite Constellations.” IEEE Transactions on Information Theory, vol. 68, no. 12, IEEE, 2022, pp. 7753–86, doi:10.1109/TIT.2022.3189542.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 17086 |
Zhang, Yihan, and Nir Weinberger. “Mean Estimation in High-Dimensional Binary Markov Gaussian Mixture Models.” 36th Conference on Neural Information Processing Systems, vol. 35, ML Research Press, 2022.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12017
Yadav, Anuj Kumar, et al. “New Results on AVCs with Omniscient and Myopic Adversaries.” 2022 IEEE International Symposium on Information Theory, vol. 2022, Institute of Electrical and Electronics Engineers, 2022, pp. 2535–40, doi:10.1109/ISIT50566.2022.9834632.
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2022 | Published | Journal Article | IST-REx-ID: 12233 |
Doan, Nghia, et al. “Decoding Reed-Muller Codes with Successive Codeword Permutations.” IEEE Transactions on Communications, vol. 70, no. 11, Institute of Electrical and Electronics Engineers, 2022, pp. 7134–45, doi:10.1109/tcomm.2022.3211101.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12273 |
Zhang, Yihan, et al. “Quadratically Constrained Myopic Adversarial Channels.” IEEE Transactions on Information Theory, vol. 68, no. 8, Institute of Electrical and Electronics Engineers, 2022, pp. 4901–48, doi:10.1109/tit.2022.3167554.
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| arXiv
2022 | Published | Conference Paper | IST-REx-ID: 12536 |
Barbier, Jean, et al. “The Price of Ignorance: How Much Does It Cost to Forget Noise Structure in Low-Rank Matrix Estimation?” 36th Annual Conference on Neural Information Processing Systems, vol. 35, 2022.
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| arXiv
2022 | Published | Journal Article | IST-REx-ID: 12538 |
Amani, Mohammad Hossein, et al. “Sharp Asymptotics on the Compression of Two-Layer Neural Networks.” IEEE Information Theory Workshop, IEEE, 2022, pp. 588–93, doi:10.1109/ITW54588.2022.9965870.
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| arXiv
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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| 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, 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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