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677 Publications
2020 | Published | Conference Paper | IST-REx-ID: 14186 | 
Locatello, F., Bauer, S., Lucic, M., Rätsch, G., Gelly, S., Schölkopf, B., & Bachem, O. (2020). A commentary on the unsupervised learning of disentangled representations. In The 34th AAAI Conference on Artificial Intelligence (Vol. 34, pp. 13681–13684). New York, NY, United States: Association for the Advancement of Artificial Intelligence. https://doi.org/10.1609/aaai.v34i09.7120
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2020 | Published | Conference Paper | IST-REx-ID: 14187 |
Négiar, G., Dresdner, G., Tsai, A., Ghaoui, L. E., Locatello, F., Freund, R. M., & Pedregosa, F. (2020). Stochastic Frank-Wolfe for constrained finite-sum minimization. In Proceedings of the 37th International Conference on Machine Learning (Vol. 119, pp. 7253–7262). Virtual.
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2020 | Published | Conference Paper | IST-REx-ID: 14326 |
Locatello, F., Weissenborn, D., Unterthiner, T., Mahendran, A., Heigold, G., Uszkoreit, J., … Kipf, T. (2020). Object-centric learning with slot attention. In Advances in Neural Information Processing Systems (Vol. 33, pp. 11525–11538). Virtual: Curran Associates.
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2020 | Research Data | IST-REx-ID: 14592 |
Schur, F. K. (2020). 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. https://doi.org/10.15479/AT:ISTA:14592
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2020 | Published | Journal Article | IST-REx-ID: 6184 |
Alt, J., Erdös, L., Krüger, T. H., & Schröder, D. J. (2020). Correlated random matrices: Band rigidity and edge universality. Annals of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/19-AOP1379
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2020 | Published | Journal Article | IST-REx-ID: 6185 |
Erdös, L., Krüger, T. H., & Schröder, D. J. (2020). Cusp universality for random matrices I: Local law and the complex Hermitian case. Communications in Mathematical Physics. Springer Nature. https://doi.org/10.1007/s00220-019-03657-4
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2020 | Published | Journal Article | IST-REx-ID: 6358 |
Carlen, E. A., & Maas, J. (2020). Non-commutative calculus, optimal transport and functional inequalities in dissipative quantum systems. Journal of Statistical Physics. Springer Nature. https://doi.org/10.1007/s10955-019-02434-w
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2020 | Published | Journal Article | IST-REx-ID: 6359 |
Dareiotis, K., & Gerencser, M. (2020). On the regularisation of the noise for the Euler-Maruyama scheme with irregular drift. Electronic Journal of Probability. Institute of Mathematical Statistics. https://doi.org/10.1214/20-EJP479
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2020 | Published | Journal Article | IST-REx-ID: 6488 |
Cipolloni, G., & Erdös, L. (2020). Fluctuations for differences of linear eigenvalue statistics for sample covariance matrices. Random Matrices: Theory and Application. World Scientific Publishing. https://doi.org/10.1142/S2010326320500069
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2020 | Published | Journal Article | IST-REx-ID: 6563 |
Filakovský, M., & Vokřínek, L. (2020). Are two given maps homotopic? An algorithmic viewpoint. Foundations of Computational Mathematics. Springer Nature. https://doi.org/10.1007/s10208-019-09419-x
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2020 | Published | Journal Article | IST-REx-ID: 6593 |
Shehu, Y., Li, X.-H., & Dong, Q.-L. (2020). An efficient projection-type method for monotone variational inequalities in Hilbert spaces. Numerical Algorithms. Springer Nature. https://doi.org/10.1007/s11075-019-00758-y
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2020 | Published | Journal Article | IST-REx-ID: 6649 |
Benedikter, N. P., Nam, P. T., Porta, M., Schlein, B., & Seiringer, R. (2020). Optimal upper bound for the correlation energy of a Fermi gas in the mean-field regime. Communications in Mathematical Physics. Springer Nature. https://doi.org/10.1007/s00220-019-03505-5
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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
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2020 | Published | Journal Article | IST-REx-ID: 6796 |
Stella, F., Urdapilleta, E., Luo, Y., & Treves, A. (2020). Partial coherence and frustration in self-organizing spherical grids. Hippocampus. Wiley. https://doi.org/10.1002/hipo.23144
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2020 | Published | Journal Article | IST-REx-ID: 6808 |
Jahr, W., Velicky, P., & Danzl, J. G. (2020). Strategies to maximize performance in STimulated Emission Depletion (STED) nanoscopy of biological specimens. Methods. Elsevier. https://doi.org/10.1016/j.ymeth.2019.07.019
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2020 | Published | Journal Article | IST-REx-ID: 6906 |
Boccato, C., Brennecke, C., Cenatiempo, S., & Schlein, B. (2020). Optimal rate for Bose-Einstein condensation in the Gross-Pitaevskii regime. Communications in Mathematical Physics. Springer. https://doi.org/10.1007/s00220-019-03555-9
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2020 | Published | Journal Article | IST-REx-ID: 6944 |
Sun, R., & Lampert, C. (2020). KS(conf): A light-weight test if a multiclass classifier operates outside of its specifications. International Journal of Computer Vision. Springer Nature. https://doi.org/10.1007/s11263-019-01232-x
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2020 | Published | Journal Article | IST-REx-ID: 6952 |
Henderson, P. M., & Ferrari, V. (2020). Learning single-image 3D reconstruction by generative modelling of shape, pose and shading. International Journal of Computer Vision. Springer Nature. https://doi.org/10.1007/s11263-019-01219-8
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2020 | Published | Journal Article | IST-REx-ID: 6976
Dieleman, P., Vasmel, N., Waitukaitis, S. R., & van Hecke, M. (2020). Jigsaw puzzle design of pluripotent origami. Nature Physics. Springer Nature. https://doi.org/10.1038/s41567-019-0677-3
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2020 | Published | Journal Article | IST-REx-ID: 6997 |
Zhang, Y., & Friml, J. (2020). Auxin guides roots to avoid obstacles during gravitropic growth. New Phytologist. Wiley. https://doi.org/10.1111/nph.16203
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