Please note that ISTA Research Explorer no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
72 Publications
2023 | Published | Conference Paper | IST-REx-ID: 14921 | 
Deep neural collapse is provably optimal for the deep unconstrained features model
P. Súkeník, M. Mondelli, C. Lampert, in:, 37th Annual Conference on Neural Information Processing Systems, 2023.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
P. Súkeník, M. Mondelli, C. Lampert, in:, 37th Annual Conference on Neural Information Processing Systems, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14924 |
Mean-field analysis for heavy ball methods: Dropout-stability, connectivity, and global convergence
D. Wu, V. Kungurtsev, M. Mondelli, in:, Transactions on Machine Learning Research, ML Research Press, 2023.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
D. Wu, V. Kungurtsev, M. Mondelli, in:, Transactions on Machine Learning Research, ML Research Press, 2023.
2023 | Published | Conference Paper | IST-REx-ID: 14459 |
Fundamental limits of two-layer autoencoders, and achieving them with gradient methods
A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
[Preprint]
View
| Files available
| Download Preprint (ext.)
| arXiv
A. Shevchenko, K. Kögler, H. Hassani, M. Mondelli, in:, Proceedings of the 40th International Conference on Machine Learning, ML Research Press, 2023, pp. 31151–31209.
2022 | Published | Journal Article | IST-REx-ID: 11639 |
List decoding random Euclidean codes and Infinite constellations
Y. Zhang, S. Vatedka, IEEE Transactions on Information Theory 68 (2022) 7753–7786.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
Y. Zhang, S. Vatedka, IEEE Transactions on Information Theory 68 (2022) 7753–7786.
2022 | Published | Conference Paper | IST-REx-ID: 17086 |
Mean estimation in high-dimensional binary Markov Gaussian mixture models
Y. Zhang, N. Weinberger, in:, 36th Conference on Neural Information Processing Systems, ML Research Press, 2022.
[Published Version]
View
| Files available
| arXiv
Y. Zhang, N. Weinberger, in:, 36th Conference on Neural Information Processing Systems, ML Research Press, 2022.
2022 | Published | Conference Paper | IST-REx-ID: 12017
New results on AVCs with omniscient and myopic adversaries
A.K. Yadav, M. Alimohammadi, Y. Zhang, A.J. Budkuley, S. Jaggi, in:, 2022 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2022, pp. 2535–2540.
View
| DOI
A.K. Yadav, M. Alimohammadi, Y. Zhang, A.J. Budkuley, S. Jaggi, in:, 2022 IEEE International Symposium on Information Theory, Institute of Electrical and Electronics Engineers, 2022, pp. 2535–2540.
2022 | Published | Journal Article | IST-REx-ID: 12233 |
Decoding Reed-Muller codes with successive codeword permutations
N. Doan, S.A. Hashemi, M. Mondelli, W.J. Gross, IEEE Transactions on Communications 70 (2022) 7134–7145.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
N. Doan, S.A. Hashemi, M. Mondelli, W.J. Gross, IEEE Transactions on Communications 70 (2022) 7134–7145.
2022 | Published | Journal Article | IST-REx-ID: 12273 |
Quadratically constrained myopic adversarial channels
Y. Zhang, S. Vatedka, S. Jaggi, A.D. Sarwate, IEEE Transactions on Information Theory 68 (2022) 4901–4948.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
Y. Zhang, S. Vatedka, S. Jaggi, A.D. Sarwate, IEEE Transactions on Information Theory 68 (2022) 4901–4948.
2022 | Published | Conference Paper | IST-REx-ID: 12536 |
The price of ignorance: How much does it cost to forget noise structure in low-rank matrix estimation?
J. Barbier, T. Hou, M. Mondelli, M. Saenz, in:, 36th Annual Conference on Neural Information Processing Systems, 2022.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
J. Barbier, T. Hou, M. Mondelli, M. Saenz, in:, 36th Annual Conference on Neural Information Processing Systems, 2022.
2022 | Published | Journal Article | IST-REx-ID: 12538 |
Sharp asymptotics on the compression of two-layer neural networks
M.H. Amani, S. Bombari, M. Mondelli, R. Pukdee, S. Rini, IEEE Information Theory Workshop (2022) 588–593.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
M.H. Amani, S. Bombari, M. Mondelli, R. Pukdee, S. Rini, IEEE Information Theory Workshop (2022) 588–593.
2022 | Submitted | Preprint | IST-REx-ID: 12860 |
Towards differential relational privacy and its use in question answering
S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
S. Bombari, A. Achille, Z. Wang, Y.-X. Wang, Y. Xie, K.Y. Singh, S. Appalaraju, V. Mahadevan, S. Soatto, ArXiv (n.d.).
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
View
| DOI
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
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
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
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
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
View
| DOI
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
View
| DOI
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
View
| DOI
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
View
| DOI
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.
[Published Version]
View
| Files available
| DOI
| WoS
| arXiv
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]
View
| Files available
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
S.A. Hashemi, M. Mondelli, A. Fazeli, A. Vardy, J. Cioffi, A. Goldsmith, IEEE Transactions on Wireless Communications 21 (2022) 3909–3920.