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85 Publications
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- 5 (current)
2020 |
Published |
Conference Paper |
IST-REx-ID: 9221 |
Nguyen Q, Mondelli M. Global convergence of deep networks with one wide layer followed by pyramidal topology. In: 34th Conference on Neural Information Processing Systems. Vol 33. Neural Information Processing Systems Foundation; 2020:11961–11972.
[Preprint]
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 6748 |
Javanmard A, Mondelli M, Montanari A. Analysis of a two-layer neural network via displacement convexity. Annals of Statistics. 2020;48(6):3619-3642. doi:10.1214/20-AOS1945
[Preprint]
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| WoS
| arXiv
2020 |
Published |
Conference Paper |
IST-REx-ID: 9198 |
Shevchenko A, Mondelli M. Landscape connectivity and dropout stability of SGD solutions for over-parameterized neural networks. In: Proceedings of the 37th International Conference on Machine Learning. Vol 119. ML Research Press; 2020:8773-8784.
[Published Version]
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| Files available
| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 6750 |
Hashemi SA, Condo C, Mondelli M, Gross WJ. Rate-flexible fast polar decoders. IEEE Transactions on Signal Processing. 2019;67(22). doi:10.1109/TSP.2019.2944738
[Preprint]
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| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 7007 |
Mondelli M, Hassani SH, Urbanke R. A new coding paradigm for the primitive relay channel. Algorithms. 2019;12(10). doi:10.3390/a12100218
[Published Version]
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| DOI
| arXiv
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