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85 Publications
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2020 |
Published |
Conference Paper |
IST-REx-ID: 9221 |
Nguyen, Q., & Mondelli, M. (2020). Global convergence of deep networks with one wide layer followed by pyramidal topology. In 34th Conference on Neural Information Processing Systems (Vol. 33, pp. 11961–11972). Vancouver, Canada: Neural Information Processing Systems Foundation.
[Preprint]
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| arXiv
2020 |
Published |
Journal Article |
IST-REx-ID: 6748 |
Javanmard, A., Mondelli, M., & Montanari, A. (2020). Analysis of a two-layer neural network via displacement convexity. Annals of Statistics. Institute of Mathematical Statistics. https://doi.org/10.1214/20-AOS1945
[Preprint]
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| WoS
| arXiv
2020 |
Published |
Conference Paper |
IST-REx-ID: 9198 |
Shevchenko, A., & Mondelli, M. (2020). 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, pp. 8773–8784). ML Research Press.
[Published Version]
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| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 6750 |
Hashemi, S. A., Condo, C., Mondelli, M., & Gross, W. J. (2019). Rate-flexible fast polar decoders. IEEE Transactions on Signal Processing. IEEE. https://doi.org/10.1109/TSP.2019.2944738
[Preprint]
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| arXiv
2019 |
Published |
Journal Article |
IST-REx-ID: 7007 |
Mondelli, M., Hassani, S. H., & Urbanke, R. (2019). A new coding paradigm for the primitive relay channel. Algorithms. MDPI. https://doi.org/10.3390/a12100218
[Published Version]
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| DOI
| arXiv
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