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.
61 Publications
2024 |Published| Conference Paper | IST-REx-ID: 17147
Depope A, Mondelli M, Robinson MR. Inference of genetic effects via approximate message passing. In: 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing. IEEE; 2024:13151-13155. doi:10.1109/ICASSP48485.2024.10447198
View
| DOI
2024 |Published| Journal Article | IST-REx-ID: 14665 | 
Zhang Y, Vatedka S. Multiple packing: Lower bounds via error exponents. IEEE Transactions on Information Theory. 2024;70(2):1008-1039. doi:10.1109/TIT.2023.3334032
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2024 |Epub ahead of print| Journal Article | IST-REx-ID: 17330
Resch N, Yuan C, Zhang Y. Zero-rate thresholds and new capacity bounds for list-decoding and list-recovery. IEEE Transactions on Information Theory. 2024. doi:10.1109/TIT.2024.3430842
[Preprint]
View
| Files available
| DOI
| arXiv
2024 |Published| Journal Article | IST-REx-ID: 15172 |
Esposito AR, Mondelli M. Concentration without independence via information measures. IEEE Transactions on Information Theory. 2024;70(6):3823-3839. doi:10.1109/TIT.2024.3367767
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2024 |Submitted| Preprint | IST-REx-ID: 17350 |
Pedrotti F, Maas J, Mondelli M. Improved convergence of score-based diffusion models via prediction-correction. arXiv. doi:10.48550/arXiv.2305.14164
[Preprint]
View
| Files available
| DOI
| Download Preprint (ext.)
| arXiv
2024 |Published| Conference Paper | IST-REx-ID: 17893 |
Jin L, Esposito AR, Gastpar M. Properties of the strong data processing constant for Rényi divergence. In: Proceedings of the 2024 IEEE International Symposium on Information Theory. Institute of Electrical and Electronics Engineers; 2024:3178-3183. doi:10.1109/ISIT57864.2024.10619367
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2024 |Published| Conference Paper | IST-REx-ID: 17895
Dey BK, Jaggi S, Langberg M, Sarwate AD, Zhang Y. Computationally efficient codes for strongly Dobrushin-Stambler nonsymmetrizable oblivious AVCs. In: Proceedings of the 2024 IEEE International Symposium on Information Theory . Institute of Electrical and Electronics Engineers; 2024:1586-1591. doi:10.1109/ISIT57864.2024.10619362
View
| DOI
2024 |Published| Conference Paper | IST-REx-ID: 17894
Esposito AR, Gastpar M, Issa I. Variational characterizations of Sibson’s α-mutual information. In: Proceedings of the 2024 IEEE International Symposium on Information Theory . Institute of Electrical and Electronics Engineers; 2024:2110-2115. doi:10.1109/ISIT57864.2024.10619378
View
| DOI
2024 |Published| Conference Paper | IST-REx-ID: 17469 |
Kögler K, Shevchenko A, Hassani H, Mondelli M. Compression of structured data with autoencoders: Provable benefit of nonlinearities and depth. In: Proceedings of the 41st International Conference on Machine Learning. Vol 235. ML Research Press; 2024:24964-25015.
[Published Version]
View
| Files available
| Download Published Version (ext.)
| arXiv
2024 |Published| Thesis | IST-REx-ID: 17465
Shevchenko A. High-dimensional limits in artificial neural networks. 2024. doi:10.15479/at:ista:17465
[Published Version]
View
| Files available
| DOI