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5242 Publications
2020 | Published | Journal Article | IST-REx-ID: 15079
Erdös, László, et al. “Random Matrices.” Oberwolfach Reports, vol. 16, no. 4, European Mathematical Society, 2020, pp. 3459–527, doi:10.4171/owr/2019/56.
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2020 | Published | Conference Paper | IST-REx-ID: 15082 | 
Aichholzer, Oswin, et al. “Disjoint Tree-Compatible Plane Perfect Matchings.” 36th European Workshop on Computational Geometry, 56, 2020.
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2020 | Published | Conference Paper | IST-REx-ID: 15086 |
Faghri, Fartash, et al. “Adaptive Gradient Quantization for Data-Parallel SGD.” Advances in Neural Information Processing Systems, vol. 33, Neural Information Processing Systems Foundation, 2020.
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2020 | Published | Journal Article | IST-REx-ID: 15286
Fäßler, Florian, et al. “Cryo-Electron Tomography Workflows for Quantitative Analysis of Actin Networks Involved in Cell Migration.” Microscopy and Microanalysis, vol. 26, no. S2, Oxford University Press, 2020, pp. 2518–19, doi:10.1017/s1431927620021881.
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2020 | Published | Journal Article | IST-REx-ID: 14125 |
Stark SG et al. 2020. SCIM: Universal single-cell matching with unpaired feature sets. Bioinformatics. 36(Supplement_2), i919–i927.
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| PubMed | Europe PMC
2020 | Published | Conference Paper | IST-REx-ID: 14186 |
Locatello, Francesco, et al. “A Commentary on the Unsupervised Learning of Disentangled Representations.” The 34th AAAI Conference on Artificial Intelligence, vol. 34, no. 9, Association for the Advancement of Artificial Intelligence, 2020, pp. 13681–84, doi:10.1609/aaai.v34i09.7120.
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 14187 |
Négiar, Geoffrey, et al. “Stochastic Frank-Wolfe for Constrained Finite-Sum Minimization.” Proceedings of the 37th International Conference on Machine Learning, vol. 119, 2020, pp. 7253–62.
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| arXiv
2020 | Published | Conference Paper | IST-REx-ID: 14326 |
Locatello, Francesco, et al. “Object-Centric Learning with Slot Attention.” Advances in Neural Information Processing Systems, vol. 33, Curran Associates, 2020, pp. 11525–38.
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2020 | Research Data | IST-REx-ID: 14592 |
Schur, Florian KM. STL-Files for 3D-Printed Grid Holders Described in Fäßler F, Zens B, et Al.; 3D Printed Cell Culture Grid Holders for Improved Cellular Specimen Preparation in Cryo-Electron Microscopy. Institute of Science and Technology Austria, 2020, doi:10.15479/AT:ISTA:14592.
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2020 | Published | Journal Article | IST-REx-ID: 6184 |
Alt, Johannes, et al. “Correlated Random Matrices: Band Rigidity and Edge Universality.” Annals of Probability, vol. 48, no. 2, Institute of Mathematical Statistics, 2020, pp. 963–1001, doi:10.1214/19-AOP1379.
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2020 | Published | Journal Article | IST-REx-ID: 6185 |
Erdös, László, et al. “Cusp Universality for Random Matrices I: Local Law and the Complex Hermitian Case.” Communications in Mathematical Physics, vol. 378, Springer Nature, 2020, pp. 1203–78, doi:10.1007/s00220-019-03657-4.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6358 |
Carlen, Eric A., and Jan Maas. “Non-Commutative Calculus, Optimal Transport and Functional Inequalities in Dissipative Quantum Systems.” Journal of Statistical Physics, vol. 178, no. 2, Springer Nature, 2020, pp. 319–78, doi:10.1007/s10955-019-02434-w.
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2020 | Published | Journal Article | IST-REx-ID: 6359 |
Dareiotis, Konstantinos, and Mate Gerencser. “On the Regularisation of the Noise for the Euler-Maruyama Scheme with Irregular Drift.” Electronic Journal of Probability, vol. 25, 82, Institute of Mathematical Statistics, 2020, doi:10.1214/20-EJP479.
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2020 | Published | Journal Article | IST-REx-ID: 6488 |
Cipolloni, Giorgio, and László Erdös. “Fluctuations for Differences of Linear Eigenvalue Statistics for Sample Covariance Matrices.” Random Matrices: Theory and Application, vol. 9, no. 3, 2050006, World Scientific Publishing, 2020, doi:10.1142/S2010326320500069.
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2020 | Published | Journal Article | IST-REx-ID: 6563 |
Filakovský, Marek, and Lukas Vokřínek. “Are Two given Maps Homotopic? An Algorithmic Viewpoint.” Foundations of Computational Mathematics, vol. 20, Springer Nature, 2020, pp. 311–30, doi:10.1007/s10208-019-09419-x.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6593 |
Shehu, Yekini, et al. “An Efficient Projection-Type Method for Monotone Variational Inequalities in Hilbert Spaces.” Numerical Algorithms, vol. 84, Springer Nature, 2020, pp. 365–88, doi:10.1007/s11075-019-00758-y.
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2020 | Published | Journal Article | IST-REx-ID: 6649 |
Benedikter, Niels P., et al. “Optimal Upper Bound for the Correlation Energy of a Fermi Gas in the Mean-Field Regime.” Communications in Mathematical Physics, vol. 374, Springer Nature, 2020, pp. 2097–2150, doi:10.1007/s00220-019-03505-5.
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2020 | Published | Journal Article | IST-REx-ID: 6748 |
Javanmard, Adel, et al. “Analysis of a Two-Layer Neural Network via Displacement Convexity.” Annals of Statistics, vol. 48, no. 6, Institute of Mathematical Statistics, 2020, pp. 3619–42, doi:10.1214/20-AOS1945.
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| arXiv
2020 | Published | Journal Article | IST-REx-ID: 6796 |
Stella, Federico, et al. “Partial Coherence and Frustration in Self-Organizing Spherical Grids.” Hippocampus, vol. 30, no. 4, Wiley, 2020, pp. 302–13, doi:10.1002/hipo.23144.
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2020 | Published | Journal Article | IST-REx-ID: 6808 |
Jahr, Wiebke, et al. “Strategies to Maximize Performance in STimulated Emission Depletion (STED) Nanoscopy of Biological Specimens.” Methods, vol. 174, no. 3, Elsevier, 2020, pp. 27–41, doi:10.1016/j.ymeth.2019.07.019.
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