Please note that LibreCat no longer supports Internet Explorer versions 8 or 9 (or earlier).
We recommend upgrading to the latest Internet Explorer, Google Chrome, or Firefox.
52 Publications
2023 | 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.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2023 | 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.
[Published Version]
View
| Download Published Version (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14923 |
Fu, Teng, et al. “Mismatched Estimation of Non-Symmetric Rank-One Matrices Corrupted by Structured Noise.” Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, doi:10.1109/isit54713.2023.10206671.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2023 | Conference Paper | IST-REx-ID: 14922 |
Esposito, Amedeo Roberto, and Marco Mondelli. “Concentration without Independence via Information Measures.” Proceedings of 2023 IEEE International Symposium on Information Theory, IEEE, 2023, pp. 400–05, doi:10.1109/isit54713.2023.10206899.
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2022 | Journal Article | IST-REx-ID: 11420 |
Shevchenko, Aleksandr, 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.
[Published Version]
View
| Files available
| arXiv
2022 | Conference Paper | IST-REx-ID: 12011 |
Zhang, Yihan, et al. “The Capacity of Causal Adversarial Channels.” 2022 IEEE International Symposium on Information Theory, vol. 2022, IEEE, 2022, pp. 2523–28, doi:10.1109/ISIT50566.2022.9834709.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2022 | 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.
View
| DOI
2022 | Conference Paper | IST-REx-ID: 12013
Joshi, Pranav, et al. “On the Capacity of Additive AVCs with Feedback.” 2022 IEEE International Symposium on Information Theory, vol. 2022, IEEE, 2022, pp. 504–09, doi:10.1109/ISIT50566.2022.9834850.
View
| DOI
2022 | Conference Paper | IST-REx-ID: 12016 |
Fathollahi, Dorsa, and Marco Mondelli. “Polar Coded Computing: The Role of the Scaling Exponent.” 2022 IEEE International Symposium on Information Theory, vol. 2022, IEEE, 2022, pp. 2154–59, doi:10.1109/ISIT50566.2022.9834712.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2022 | Conference Paper | IST-REx-ID: 12012 |
Torkamani, Sahel, et al. “Heterogeneous Differential Privacy via Graphs.” 2022 IEEE International Symposium on Information Theory, vol. 2022, IEEE, 2022, pp. 1623–28, doi:10.1109/ISIT50566.2022.9834711.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv