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6436 Publications

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

Influence of denaturants on amyloid β42 aggregation kinetics
T. Weiffert, G. Meisl, S. Curk, R. Cukalevski, A. Šarić, T.P.J. Knowles, S. Linse, Frontiers in Neuroscience 16 (2022).

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

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

Isolation of an escape-resistant SARS-CoV-2 neutralizing nanobody from a novel synthetic nanobody library
D. Dormeshkin, M. Shapira, S. Dubovik, A. Kavaleuski, M. Katsin, A. Migas, A. Meleshko, S. Semyonov, Frontiers in Immunology 13 (2022).

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

A self-generated Toddler gradient guides mesodermal cell migration
J. Stock, T. Kazmar, F. Schlumm, E.B. Hannezo, A. Pauli, Science Advances 8 (2022).

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

Social balance on networks: Local minima and best-edge dynamics
K. Chatterjee, J. Svoboda, D. Zikelic, A. Pavlogiannis, J. Tkadlec, Physical Review E 106 (2022).

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

Crises and chaotic scattering in hydrodynamic pilot-wave experiments
G.H. Choueiri, B. Suri, J. Merrin, M. Serbyn, B. Hof, N.B. Budanur, Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (2022).

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

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

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

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

Are two heads the same as one? Identifying disparate treatment in fair neural networks
M. Lohaus, M. Kleindessner, K. Kenthapadi, F. Locatello, C. Russell, in:, 36th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2022, pp. 16548–16562.

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

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

Self-supervised amodal video object segmentation
J. Yao, Y. Hong, C. Wang, T. Xiao, T. He, F. Locatello, D. Wipf, Y. Fu, Z. Zhang, in:, 36th Conference on Neural Information Processing Systems, 2022.

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

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

Leveling down in computer vision: Pareto inefficiencies in fair deep classifiers
D. Zietlow, M. Lohaus, G. Balakrishnan, M. Kleindessner, F. Locatello, B. Scholkopf, C. Russell, in:, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Institute of Electrical and Electronics Engineers, 2022, pp. 10400–10411.

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

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

Neural attentive circuits
N. Rahaman, M. Weiss, F. Locatello, C. Pal, Y. Bengio, B. Schölkopf, L.E. Li, N. Ballas, in:, 36th Conference on Neural Information Processing Systems, 2022.

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

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

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

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

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

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

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

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

Visual representation learning does not generalize strongly within the same domain
L. Schott, J. von Kügelgen, F. Träuble, P. Gehler, C. Russell, M. Bethge, B. Schölkopf, F. Locatello, W. Brendel, in:, 10th International Conference on Learning Representations, 2022.

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

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

Assaying out-of-distribution generalization in transfer learning
F. Wenzel, A. Dittadi, P.V. Gehler, C.-J.S.-G. Carl-Johann Simon-Gabriel, M. Horn, D. Zietlow, D. Kernert, C. Russell, T. Brox, B. Schiele, B. Schölkopf, F. Locatello, in:, 36th Conference on Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2022, pp. 7181–7198.

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

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

The role of pretrained representations for the OOD generalization of reinforcement learning agents
A. Dittadi, F. Träuble, M. Wüthrich, F. Widmaier, P. Gehler, O. Winther, F. Locatello, O. Bachem, B. Schölkopf, S. Bauer, in:, 10th International Conference on Learning Representations, 2022.

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

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

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

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

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

A general purpose neural architecture for geospatial systems
N. Rahaman, M. Weiss, F. Träuble, F. Locatello, A. Lacoste, Y. Bengio, C. Pal, L.E. Li, B. Schölkopf, in:, 36th Conference on Neural Information Processing Systems, n.d.

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

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

Compositional multi-object reinforcement learning with linear relation networks
D. Mambelli, F. Träuble, S. Bauer, B. Schölkopf, F. Locatello, ArXiv (n.d.).

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

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

A homozygous MED11 C-terminal variant causes a lethal neurodegenerative disease
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

High-dimensional expanders (after Gromov, Kaufman, Kazhdan, Lubotzky, and others)
U. Wagner, Bulletin de La Societe Mathematique de France 438 (2022) 281–294.

View | DOI | WoS

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