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6436 Publications

2022 | Published | Journal Article | IST-REx-ID: 12251 |

Weiffert, T., Meisl, G., Curk, S., Cukalevski, R., Šarić, A., Knowles, T. P. J., & Linse, S. (2022). Influence of denaturants on amyloid β42 aggregation kinetics. Frontiers in Neuroscience. Frontiers Media. https://doi.org/10.3389/fnins.2022.943355

[Published Version] View | Files available | DOI | WoS

2022 | Published | Journal Article | IST-REx-ID: 12252 |

Dormeshkin, D., Shapira, M., Dubovik, S., Kavaleuski, A., Katsin, M., Migas, A., … Semyonov, S. (2022). Isolation of an escape-resistant SARS-CoV-2 neutralizing nanobody from a novel synthetic nanobody library. Frontiers in Immunology. Frontiers Media. https://doi.org/10.3389/fimmu.2022.965446

2022 | Published | Journal Article | IST-REx-ID: 12253 |

Stock, J., Kazmar, T., Schlumm, F., Hannezo, E. B., & Pauli, A. (2022). A self-generated Toddler gradient guides mesodermal cell migration. Science Advances. American Association for the Advancement of Science. https://doi.org/10.1126/sciadv.add2488

2022 | Published | Journal Article | IST-REx-ID: 12257 |

Chatterjee, K., Svoboda, J., Zikelic, D., Pavlogiannis, A., & Tkadlec, J. (2022). Social balance on networks: Local minima and best-edge dynamics. Physical Review E. American Physical Society. https://doi.org/10.1103/physreve.106.034321

2022 | Published | Journal Article | IST-REx-ID: 12259 |

Choueiri, G. H., Suri, B., Merrin, J., Serbyn, M., Hof, B., & Budanur, N. B. (2022). Crises and chaotic scattering in hydrodynamic pilot-wave experiments. Chaos: An Interdisciplinary Journal of Nonlinear Science. AIP Publishing. https://doi.org/10.1063/5.0102904

2022 | Published | Conference Paper | IST-REx-ID: 14093 |

Dresdner, G., Vladarean, M.-L., Rätsch, G., Locatello, F., Cevher, V., & Yurtsever, A. (2022). Faster one-sample stochastic conditional gradient method for composite convex minimization. In Proceedings of the 25th International Conference on Artificial Intelligence and Statistics (Vol. 151, pp. 8439–8457). Virtual: ML Research Press.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14106 |

Lohaus, M., Kleindessner, M., Kenthapadi, K., Locatello, F., & Russell, C. (2022). Are two heads the same as one? Identifying disparate treatment in fair neural networks. In 36th Conference on Neural Information Processing Systems (Vol. 35, pp. 16548–16562). New Orleans, LA, United States: Neural Information Processing Systems Foundation.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14107 |

Yao, J., Hong, Y., Wang, C., Xiao, T., He, T., Locatello, F., … Zhang, Z. (2022). Self-supervised amodal video object segmentation. In 36th Conference on Neural Information Processing Systems. New Orleans, LA, United States. https://doi.org/10.48550/arXiv.2210.12733

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14114 |

Zietlow, D., Lohaus, M., Balakrishnan, G., Kleindessner, M., Locatello, F., Scholkopf, B., & Russell, C. (2022). Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers. In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (pp. 10400–10411). New Orleans, LA, United States: Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/cvpr52688.2022.01016

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14168 |

Rahaman, N., Weiss, M., Locatello, F., Pal, C., Bengio, Y., Schölkopf, B., … Ballas, N. (2022). Neural attentive circuits. In 36th Conference on Neural Information Processing Systems (Vol. 35). New Orleans, United States.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Submitted | Conference Paper | IST-REx-ID: 14170 |

Dittadi, A., Papa, S., Vita, M. D., Schölkopf, B., Winther, O., & Locatello, F. (n.d.). Generalization and robustness implications in object-centric learning. In Proceedings of the 39th International Conference on Machine Learning (Vol. 2022, pp. 5221–5285). Baltimore, MD, United States: ML Research Press.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14171 |

Rolland, P., Cevher, V., Kleindessner, M., Russel, C., Schölkopf, B., Janzing, D., & Locatello, F. (2022). Score matching enables causal discovery of nonlinear additive noise models. In Proceedings of the 39th International Conference on Machine Learning (Vol. 162, pp. 18741–18753). Baltimore, MD, United States: ML Research Press.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14172 |

Schott, L., Kügelgen, J. von, Träuble, F., Gehler, P., Russell, C., Bethge, M., … Brendel, W. (2022). Visual representation learning does not generalize strongly within the same domain. In 10th International Conference on Learning Representations. Virtual.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14173 |

Wenzel, F., Dittadi, A., Gehler, P. V., Carl-Johann Simon-Gabriel, C.-J. S.-G., Horn, M., Zietlow, D., … Locatello, F. (2022). Assaying out-of-distribution generalization in transfer learning. In 36th Conference on Neural Information Processing Systems (Vol. 35, pp. 7181–7198). New Orleans, LA, United States: Neural Information Processing Systems Foundation.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14174 |

Dittadi, A., Träuble, F., Wüthrich, M., Widmaier, F., Gehler, P., Winther, O., … Bauer, S. (2022). The role of pretrained representations for the OOD generalization of reinforcement learning agents. In 10th International Conference on Learning Representations. Virtual.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Published | Conference Paper | IST-REx-ID: 14175 |

Makansi, O., Kügelgen, J. von, Locatello, F., Gehler, P., Janzing, D., Brox, T., & Schölkopf, B. (2022). You mostly walk alone: Analyzing feature attribution in trajectory prediction. In 10th International Conference on Learning Representations. Virtual.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Submitted | Conference Paper | IST-REx-ID: 14215 |

Rahaman, N., Weiss, M., Träuble, F., Locatello, F., Lacoste, A., Bengio, Y., … Schölkopf, B. (n.d.). A general purpose neural architecture for geospatial systems. In 36th Conference on Neural Information Processing Systems. New Orleans, LA, United States.

[Preprint] View | Download Preprint (ext.) | arXiv

2022 | Submitted | Preprint | IST-REx-ID: 14220 |

Mambelli, D., Träuble, F., Bauer, S., Schölkopf, B., & Locatello, F. (n.d.). Compositional multi-object reinforcement learning with linear relation networks. arXiv. https://doi.org/10.48550/arXiv.2201.13388

[Preprint] View | DOI | Download Preprint (ext.) | arXiv

2022 | Published | Journal Article | IST-REx-ID: 14355 |

Cali E, Lin S-J, Rocca C, Sahin Y, Al Shamsi A, El Chehadeh S, Chaabouni M, Mankad K, Galanaki E, Efthymiou S, Sudhakar S, Athanasiou-Fragkouli A, Celik T, Narli N, Bianca S, Murphy D, Moreira FMDC, Accogli A, Petree C, Huang K, Monastiri K, Edizadeh M, Nardello R, Ognibene M, De Marco P, Ruggieri M, Zara F, Striano P, Sahin Y, Al-Gazali L, Warde MTA, Gerard B, Zifarelli G, Beetz C, Fortuna S, Soler M, Valente EM, Varshney G, Maroofian R, Salpietro V, Houlden H, Grp SynS. 2022. A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease. Genetics in Medicine. 24(10), 2194–2203.

[Published Version] View | Files available | DOI

2022 | Published | Journal Article | IST-REx-ID: 14381

Wagner, U. (2022). High-dimensional expanders (after Gromov, Kaufman, Kazhdan, Lubotzky, and others). Bulletin de La Societe Mathematique de France. Societe Mathematique de France. https://doi.org/10.24033/ast.1188

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