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4958 Publications
2021 | Research Data Reference | IST-REx-ID: 13062 | 
E. Szep, H. Sachdeva, and N. H. Barton, “Supplementary code for: Polygenic local adaptation in metapopulations: A stochastic eco-evolutionary model.” Dryad, 2021.
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2021 | Research Data Reference | IST-REx-ID: 13063 |
M. R. Robinson, “Probabilistic inference of the genetic architecture of functional enrichment of complex traits.” Dryad, 2021.
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2021 | Research Data Reference | IST-REx-ID: 13068 |
S. Randriamanantsoa et al., “Spatiotemporal dynamics of self-organized branching in pancreas-derived organoids.” Zenodo, 2021.
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2021 | Research Data Reference | IST-REx-ID: 13069 |
L. Chauve et al., “Neuronal HSF-1 coordinates the propagation of fat desaturation across tissues to enable adaptation to high temperatures in C. elegans.” Zenodo, 2021.
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2021 | Research Data Reference | IST-REx-ID: 13072 |
McCartney DL, Hillary RF, Conole EL, Trejo Banos D, Gadd DA, Walker RM, Nangle C, Flaig R, Campbell A, Murray AD, Munoz Maniega S, del C Valdes-Hernandez M, Harris MA, Bastin ME, Wardlaw JM, Harris SE, Porteous DJ, Tucker-Drob EM, McIntosh AM, Evans KL, Deary IJ, Cox SR, Robinson MR, Marioni RE. 2021. Blood-based epigenome-wide analyses of cognitive abilities, Zenodo, 10.5281/ZENODO.5794028.
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2021 | Research Data Reference | IST-REx-ID: 13080 |
D. Puglia et al., “Data for ’Closing of the Induced Gap in a Hybrid Superconductor-Semiconductor Nanowire.” Zenodo, 2021.
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2021 | Published | Conference Paper | IST-REx-ID: 13146 |
Q. Nguyen, M. Mondelli, and G. 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: 13147 |
F. Alimisis, P. Davies, and D.-A. Alistarh, “Communication-efficient distributed optimization with quantized preconditioners,” in Proceedings of the 38th International Conference on Machine Learning, Virtual, 2021, vol. 139, pp. 196–206.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11436 |
V. Kungurtsev, M. Egan, B. Chatterjee, and D.-A. Alistarh, “Asynchronous optimization methods for efficient training of deep neural networks with guarantees,” in 35th AAAI Conference on Artificial Intelligence, AAAI 2021, Virtual, Online, 2021, vol. 35, no. 9B, pp. 8209–8216.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11452 |
F. Alimisis, P. Davies, B. Vandereycken, and D.-A. Alistarh, “Distributed principal component analysis with limited communication,” in Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 4, pp. 2823–2834.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11453 |
L. Braun and T. P. Vogels, “Online learning of neural computations from sparse temporal feedback,” in Advances in Neural Information Processing Systems - 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 20, pp. 16437–16450.
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2021 | Published | Conference Paper | IST-REx-ID: 11458 |
E.-A. Peste, E. B. Iofinova, A. Vladu, and D.-A. Alistarh, “AC/DC: Alternating Compressed/DeCompressed training of deep neural networks,” in 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 34, pp. 8557–8570.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11463 |
E. Frantar, E. Kurtic, and D.-A. Alistarh, “M-FAC: Efficient matrix-free approximations of second-order information,” in 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 34, pp. 14873–14886.
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| arXiv
2021 | Published | Conference Paper | IST-REx-ID: 11464 |
D.-A. Alistarh and J. Korhonen, “Towards tight communication lower bounds for distributed optimisation,” in 35th Conference on Neural Information Processing Systems, Virtual, Online, 2021, vol. 34, pp. 7254–7266.
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 12076 |
A. L. Shute, “Sums of four squareful numbers,” arXiv. .
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| arXiv
2021 | Submitted | Preprint | IST-REx-ID: 12077 |
A. L. Shute, “On the leading constant in the Manin-type conjecture for Campana points,” arXiv. .
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| arXiv
2021 | Published | Journal Article | IST-REx-ID: 12186
P. Ding et al., “Chromatin accessibility landscapes activated by cell-surface and intracellular immune receptors,” Journal of Experimental Botany, vol. 72, no. 22. Oxford University Press, pp. 7927–7941, 2021.
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| PubMed | Europe PMC
2021 | Published | Journal Article | IST-REx-ID: 12187
J. Long et al., “Nurse cell--derived small RNAs define paternal epigenetic inheritance in Arabidopsis,” Science, vol. 373, no. 6550. American Association for the Advancement of Science (AAAS), 2021.
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2021 | Published | Journal Article | IST-REx-ID: 6965 |
K. P. Rychlewicz, “The positivity of local equivariant Hirzebruch class for toric varieties,” Bulletin of the London Mathematical Society, vol. 53, no. 2. Wiley, pp. 560–574, 2021.
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| arXiv
2021 | Published | Technical Report | IST-REx-ID: 6995 |
R. A. Samarasinghe et al., Identification of neural oscillations and epileptiform changes in human brain organoids, vol. 24. Springer Nature, 2021.
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