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71 Publications
2022 | Published | Conference Paper | IST-REx-ID: 12013
On the capacity of additive AVCs with feedback
Joshi, Pranav, On the capacity of additive AVCs with feedback. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Joshi, Pranav, On the capacity of additive AVCs with feedback. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12012 | 
Heterogeneous differential privacy via graphs
Torkamani, Sahel, Heterogeneous differential privacy via graphs. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Torkamani, Sahel, Heterogeneous differential privacy via graphs. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12011 |
The capacity of causal adversarial channels
Zhang, Yihan, The capacity of causal adversarial channels. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Zhang, Yihan, The capacity of causal adversarial channels. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12018
Lower bounds on list decoding capacity using error exponents
Zhang, Yihan, Lower bounds on list decoding capacity using error exponents. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Zhang, Yihan, Lower bounds on list decoding capacity using error exponents. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12014
List-decodability of Poisson Point Processes
Zhang, Yihan, List-decodability of Poisson Point Processes. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Zhang, Yihan, List-decodability of Poisson Point Processes. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12015
Lower bounds for multiple packing
Zhang, Yihan, Lower bounds for multiple packing. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Zhang, Yihan, Lower bounds for multiple packing. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12019
List-decodable zero-rate codes for the Z-channel
Polyanskii, Nikita, List-decodable zero-rate codes for the Z-channel. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Polyanskii, Nikita, List-decodable zero-rate codes for the Z-channel. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Journal Article | IST-REx-ID: 10211 |
Optimal combination of linear and spectral estimators for generalized linear models
M. Mondelli, C. Thrampoulidis, R. Venkataramanan, Foundations of Computational Mathematics 22 (2022) 1513–1566.
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M. Mondelli, C. Thrampoulidis, R. Venkataramanan, Foundations of Computational Mathematics 22 (2022) 1513–1566.
2022 | Published | Journal Article | IST-REx-ID: 10364 |
Parallelism versus latency in simplified successive-cancellation decoding of polar codes
S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith, IEEE Transactions on Wireless Communications 21 (2022) 3909–3920.
[Preprint]
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S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith, IEEE Transactions on Wireless Communications 21 (2022) 3909–3920.
2022 | Published | Conference Paper | IST-REx-ID: 12537 |
Memorization and optimization in deep neural networks with minimum over-parameterization
Bombari, Simone, Memorization and optimization in deep neural networks with minimum over-parameterization. 36th Conference on Neural Information Processing Systems 35. 2022
[Preprint]
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Bombari, Simone, Memorization and optimization in deep neural networks with minimum over-parameterization. 36th Conference on Neural Information Processing Systems 35. 2022
2022 | Published | Conference Paper | IST-REx-ID: 12016 |
Polar coded computing: The role of the scaling exponent
Fathollahi, Dorsa, Polar coded computing: The role of the scaling exponent. 2022 IEEE International Symposium on Information Theory 2022. 2022
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Fathollahi, Dorsa, Polar coded computing: The role of the scaling exponent. 2022 IEEE International Symposium on Information Theory 2022. 2022
2022 | Published | Journal Article | IST-REx-ID: 12480 |
Approximate message passing with spectral initialization for generalized linear models
M. Mondelli, R. Venkataramanan, Journal of Statistical Mechanics: Theory and Experiment 2022 (2022).
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M. Mondelli, R. Venkataramanan, Journal of Statistical Mechanics: Theory and Experiment 2022 (2022).
2022 | Published | Conference Paper | IST-REx-ID: 12540 |
Estimation in rotationally invariant generalized linear models via approximate message passing
R. Venkataramanan, K. Kögler, M. Mondelli, in:, Proceedings of the 39th International Conference on Machine Learning, ML Research Press, 2022.
[Published Version]
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R. Venkataramanan, K. Kögler, M. Mondelli, in:, Proceedings of the 39th International Conference on Machine Learning, ML Research Press, 2022.
2022 | Published | Journal Article | IST-REx-ID: 11420 |
Mean-field analysis of piecewise linear solutions for wide ReLU networks
A. Shevchenko, V. Kungurtsev, M. Mondelli, Journal of Machine Learning Research 23 (2022) 1–55.
[Published Version]
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A. Shevchenko, V. Kungurtsev, M. Mondelli, Journal of Machine Learning Research 23 (2022) 1–55.
2021 | Published | Journal Article | IST-REx-ID: 15254 |
Network coding with myopic adversaries
S. Li, R. Bitar, S. Jaggi, Y. Zhang, IEEE Journal on Selected Areas in Information Theory 2 (2021) 1108–1119.
[Preprint]
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S. Li, R. Bitar, S. Jaggi, Y. Zhang, IEEE Journal on Selected Areas in Information Theory 2 (2021) 1108–1119.
2021 | Published | Journal Article | IST-REx-ID: 9002
Binary linear codes with optimal scaling: Polar codes with large kernels
A. Fazeli, H. Hassani, M. Mondelli, A. Vardy, IEEE Transactions on Information Theory 67 (2021) 5693–5710.
[Preprint]
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A. Fazeli, H. Hassani, M. Mondelli, A. Vardy, IEEE Transactions on Information Theory 67 (2021) 5693–5710.
2021 | Published | Journal Article | IST-REx-ID: 9047 |
Sublinear latency for simplified successive cancellation decoding of polar codes
Mondelli, Marco, Sublinear latency for simplified successive cancellation decoding of polar codes. IEEE Transactions on Wireless Communications 20 (1). 2021
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Mondelli, Marco, Sublinear latency for simplified successive cancellation decoding of polar codes. IEEE Transactions on Wireless Communications 20 (1). 2021
2021 | Published | Conference Paper | IST-REx-ID: 10053 |
Parallelism versus latency in simplified successive-cancellation decoding of polar codes
S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith, in:, 2021 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2021, pp. 2369–2374.
[Preprint]
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S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith, in:, 2021 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2021, pp. 2369–2374.
2021 | Published | Conference Paper | IST-REx-ID: 10593 |
PCA initialization for approximate message passing in rotationally invariant models
M. Mondelli, R. Venkataramanan, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 29616–29629.
[Preprint]
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M. Mondelli, R. Venkataramanan, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021, pp. 29616–29629.
2021 | Published | Conference Paper | IST-REx-ID: 10594 |
When are solutions connected in deep networks?
Q. Nguyen, P. Bréchet, M. Mondelli, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021.
[Preprint]
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Q. Nguyen, P. Bréchet, M. Mondelli, in:, 35th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2021.