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5792 Publications
2021 | Published | Conference Paper | IST-REx-ID: 10593 | 
M. Mondelli and R. Venkataramanan, “PCA initialization for approximate message passing in rotationally invariant models,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 35, pp. 29616–29629.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10594 |
Q. Nguyen, P. Bréchet, and M. Mondelli, “When are solutions connected in deep networks?,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 35.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10595 |
Q. Nguyen, M. Mondelli, and G. F. Montufar, “Tight bounds on the smallest eigenvalue of the neural tangent kernel for deep ReLU networks,” in Proceedings of the 38th International Conference on Machine Learning, Virtual, 2021, vol. 139, pp. 8119–8129.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10599 |
S. A. Hashemi, M. Mondelli, J. Cioffi, and A. Goldsmith, “Successive syndrome-check decoding of polar codes,” in Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, Virtual, Pacific Grove, CA, United States, 2021, vol. 2021–October, pp. 943–947.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10597 |
D. Fathollahi, N. Farsad, S. A. Hashemi, and M. Mondelli, “Sparse multi-decoder recursive projection aggregation for Reed-Muller codes,” in 2021 IEEE International Symposium on Information Theory, Virtual, Melbourne, Australia, 2021, pp. 1082–1087.
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| WoS
| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 13146 |
Nguyen, Quynh, Tight bounds on the smallest Eigenvalue of the neural tangent kernel for deep ReLU networks. Proceedings of the 38th International Conference on Machine Learning 139. 2021
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 10598 |
M. Mondelli and R. Venkataramanan, “Approximate message passing with spectral initialization for generalized linear models,” in Proceedings of The 24th International Conference on Artificial Intelligence and Statistics, Virtual, San Diego, CA, United States, 2021, vol. 130, pp. 397–405.
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 10281 |
V. Vasic et al., “Translating the role of mtor-and ras-associated signalopathies in autism spectrum disorder: Models, mechanisms and treatment,” Genes, vol. 12, no. 11. MDPI, 2021.
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| WoS
2021 | Published | Journal Article | IST-REx-ID: 10533 |
J. Choi, D. B. Lyons, and D. Zilberman, “Histone H1 prevents non-CG methylation-mediated small RNA biogenesis in Arabidopsis heterochromatin,” eLife, vol. 10. eLife Sciences Publications, 2021.
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| PubMed | Europe PMC
2021 | Published | Conference Paper | IST-REx-ID: 9646 |
J. Wang, Y. Sun, H. Fu, K. Chatterjee, and A. K. Goharshady, “Quantitative analysis of assertion violations in probabilistic programs,” in Proceedings of the 42nd ACM SIGPLAN International Conference on Programming Language Design and Implementation, Online, 2021, pp. 1171–1186.
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| arXiv