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.
85 Publications
- 1
- 2
- 3
- 4
- 5 (current)
2020 |
Published |
Conference Paper |
IST-REx-ID: 9221 |
Nguyen, Quynh, and Marco Mondelli. “Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology.” In 34th Conference on Neural Information Processing Systems, 33:11961–11972. Neural Information Processing Systems Foundation, 2020.
[Preprint]
View
| Download Preprint (ext.)
| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 6748 |
Javanmard, Adel, Marco Mondelli, and Andrea Montanari. “Analysis of a Two-Layer Neural Network via Displacement Convexity.” Annals of Statistics. Institute of Mathematical Statistics, 2020. https://doi.org/10.1214/20-AOS1945.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| WoS
| arXiv
2020 |
Published |
Conference Paper |
IST-REx-ID: 9198 |
Shevchenko, Aleksandr, and Marco Mondelli. “Landscape Connectivity and Dropout Stability of SGD Solutions for Over-Parameterized Neural Networks.” In Proceedings of the 37th International Conference on Machine Learning, 119:8773–84. ML Research Press, 2020.
[Published Version]
View
| Files available
| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 6750 |
Hashemi, Seyyed Ali, Carlo Condo, Marco Mondelli, and Warren J Gross. “Rate-Flexible Fast Polar Decoders.” IEEE Transactions on Signal Processing. IEEE, 2019. https://doi.org/10.1109/TSP.2019.2944738.
[Preprint]
View
| DOI
| Download Preprint (ext.)
| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 7007 |
Mondelli, Marco, S. Hamed Hassani, and Rüdiger Urbanke. “A New Coding Paradigm for the Primitive Relay Channel.” Algorithms. MDPI, 2019. https://doi.org/10.3390/a12100218.
[Published Version]
View
| Files available
| DOI
| arXiv
- 1
- 2
- 3
- 4
- 5 (current)