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665 Publications
2021 | Journal Article | IST-REx-ID: 9698 | 
Keith JA, Valentin Vassilev-Galindo V, Cheng B, et al. Combining machine learning and computational chemistry for predictive insights into chemical systems. Chemical Reviews. 2021;121(16):9816-9872. doi:10.1021/acs.chemrev.1c00107
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2021 | Journal Article | IST-REx-ID: 12309 |
Verzobio M. Primitive divisors of elliptic divisibility sequences for elliptic curves with j=1728. Acta Arithmetica. 2021;198(2):129-168. doi:10.4064/aa191016-30-7
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2021 | Journal Article | IST-REx-ID: 12308 |
Verzobio M. Primitive divisors of sequences associated to elliptic curves with complex multiplication. Research in Number Theory. 2021;7(2). doi:10.1007/s40993-021-00267-9
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2021 | Conference Abstract | IST-REx-ID: 12909 |
Schlögl A, Elefante S, Hornoiu A, Stadlbauer S. Managing software on a heterogenous HPC cluster. In: ASHPC21 – Austrian-Slovenian HPC Meeting 2021. University of Ljubljana; 2021:5. doi:10.3359/2021hpc
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2021 | Conference Paper | IST-REx-ID: 11458 |
Peste E-A, Iofinova EB, Vladu A, Alistarh D-A. AC/DC: Alternating Compressed/DeCompressed training of deep neural networks. In: 35th Conference on Neural Information Processing Systems. Vol 34. Curran Associates; 2021:8557-8570.
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2021 | Journal Article | IST-REx-ID: 10585 |
Brooks M, Lemeshko M, Lundholm D, Yakaboylu E. Emergence of anyons on the two-sphere in molecular impurities. Atoms. 2021;9(4). doi:10.3390/atoms9040106
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2021 | Conference Paper | IST-REx-ID: 13147 |
Alimisis F, Davies P, Alistarh D-A. Communication-efficient distributed optimization with quantized preconditioners. In: Proceedings of the 38th International Conference on Machine Learning. Vol 139. ML Research Press; 2021:196-206.
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2021 | Conference Paper | IST-REx-ID: 13146 |
Nguyen Q, Mondelli M, Montufar G. 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. Vol 139. ML Research Press; 2021:8119-8129.
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2021 | Conference Paper | IST-REx-ID: 10665 |
Henzinger TA, Lechner M, Zikelic D. Scalable verification of quantized neural networks. In: Proceedings of the AAAI Conference on Artificial Intelligence. Vol 35. AAAI Press; 2021:3787-3795.
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2021 | Conference Paper | IST-REx-ID: 10667 |
Lechner M, Žikelić Ð, Chatterjee K, Henzinger TA. Infinite time horizon safety of Bayesian neural networks. In: 35th Conference on Neural Information Processing Systems. ; 2021. doi:10.48550/arXiv.2111.03165
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