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6293 Publications

2022 | Published | Journal Article | IST-REx-ID: 12245 |

Soto, Ximena, Joshua Burton, Cerys S. Manning, Thomas Minchington, Robert Lea, Jessica Lee, Jochen Kursawe, Magnus Rattray, and Nancy Papalopulu. “Sequential and Additive Expression of MiR-9 Precursors Control Timing of Neurogenesis.” Development. The Company of Biologists, 2022. https://doi.org/10.1242/dev.200474.

2022 | Published | Journal Article | IST-REx-ID: 12246 |

Lewin, Mathieu, Elliott H. Lieb, and Robert Seiringer. “Improved Lieb–Oxford Bound on the Indirect and Exchange Energies.” Letters in Mathematical Physics. Springer Nature, 2022. https://doi.org/10.1007/s11005-022-01584-5.

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

2022 | Published | Journal Article | IST-REx-ID: 12247 |

Koch, Eva L., Mark Ravinet, Anja M Westram, Kerstin Johannesson, and Roger K. Butlin. “Genetic Architecture of Repeated Phenotypic Divergence in Littorina Saxatilis Evolution.” Evolution. Wiley, 2022. https://doi.org/10.1111/evo.14602.

2022 | Published | Journal Article | IST-REx-ID: 12249 |

Cheng, Bingqing. “Computing Chemical Potentials of Solutions from Structure Factors.” The Journal of Chemical Physics. AIP Publishing, 2022. https://doi.org/10.1063/5.0107059.

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

Weiffert, Tanja, Georg Meisl, Samo Curk, Risto Cukalevski, Anđela Šarić, Tuomas P. J. Knowles, and Sara Linse. “Influence of Denaturants on Amyloid Β42 Aggregation Kinetics.” Frontiers in Neuroscience. Frontiers Media, 2022. https://doi.org/10.3389/fnins.2022.943355.

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

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

Dormeshkin, Dmitri, Michail Shapira, Simon Dubovik, Anton Kavaleuski, Mikalai Katsin, Alexandr Migas, Alexander Meleshko, and Sergei Semyonov. “Isolation of an Escape-Resistant SARS-CoV-2 Neutralizing Nanobody from a Novel Synthetic Nanobody Library.” Frontiers in Immunology. Frontiers Media, 2022. https://doi.org/10.3389/fimmu.2022.965446.

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

Stock, Jessica, Tomas Kazmar, Friederike Schlumm, Edouard B Hannezo, and Andrea Pauli. “A Self-Generated Toddler Gradient Guides Mesodermal Cell Migration.” Science Advances. American Association for the Advancement of Science, 2022. https://doi.org/10.1126/sciadv.add2488.

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

Chatterjee, Krishnendu, Jakub Svoboda, Dorde Zikelic, Andreas Pavlogiannis, and Josef Tkadlec. “Social Balance on Networks: Local Minima and Best-Edge Dynamics.” Physical Review E. American Physical Society, 2022. https://doi.org/10.1103/physreve.106.034321.

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

Choueiri, George H, Balachandra Suri, Jack Merrin, Maksym Serbyn, Björn Hof, and Nazmi B Budanur. “Crises and Chaotic Scattering in Hydrodynamic Pilot-Wave Experiments.” Chaos: An Interdisciplinary Journal of Nonlinear Science. AIP Publishing, 2022. https://doi.org/10.1063/5.0102904.

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

Dresdner, Gideon, Maria-Luiza Vladarean, Gunnar Rätsch, Francesco Locatello, Volkan Cevher, and Alp Yurtsever. “ Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex Minimization.” In Proceedings of the 25th International Conference on Artificial Intelligence and Statistics, 151:8439–57. ML Research Press, 2022.

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

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

Lohaus, Michael, Matthäus Kleindessner, Krishnaram Kenthapadi, Francesco Locatello, and Chris Russell. “Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks.” In 36th Conference on Neural Information Processing Systems, 35:16548–62. Neural Information Processing Systems Foundation, 2022.

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

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

Yao, Jian, Yuxin Hong, Chiyu Wang, Tianjun Xiao, Tong He, Francesco Locatello, David Wipf, Yanwei Fu, and Zheng Zhang. “Self-Supervised Amodal Video Object Segmentation.” In 36th Conference on Neural Information Processing Systems, 2022. https://doi.org/10.48550/arXiv.2210.12733.

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

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

Zietlow, Dominik, Michael Lohaus, Guha Balakrishnan, Matthaus Kleindessner, Francesco Locatello, Bernhard Scholkopf, and Chris Russell. “Leveling down in Computer Vision: Pareto Inefficiencies in Fair Deep Classifiers.” In 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 10400–411. Institute of Electrical and Electronics Engineers, 2022. https://doi.org/10.1109/cvpr52688.2022.01016.

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

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

Rahaman, Nasim, Martin Weiss, Francesco Locatello, Chris Pal, Yoshua Bengio, Bernhard Schölkopf, Li Erran Li, and Nicolas Ballas. “Neural Attentive Circuits.” In 36th Conference on Neural Information Processing Systems, Vol. 35, 2022.

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

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

Dittadi, Andrea, Samuele Papa, Michele De Vita, Bernhard Schölkopf, Ole Winther, and Francesco Locatello. “Generalization and Robustness Implications in Object-Centric Learning.” In Proceedings of the 39th International Conference on Machine Learning, 2022:5221–85. ML Research Press, n.d.

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

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

Rolland, Paul, Volkan Cevher, Matthäus Kleindessner, Chris Russel, Bernhard Schölkopf, Dominik Janzing, and Francesco Locatello. “Score Matching Enables Causal Discovery of Nonlinear Additive Noise Models.” In Proceedings of the 39th International Conference on Machine Learning, 162:18741–53. ML Research Press, 2022.

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

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

Schott, Lukas, Julius von Kügelgen, Frederik Träuble, Peter Gehler, Chris Russell, Matthias Bethge, Bernhard Schölkopf, Francesco Locatello, and Wieland Brendel. “Visual Representation Learning Does Not Generalize Strongly within the Same Domain.” In 10th International Conference on Learning Representations, 2022.

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

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

Wenzel, Florian, Andrea Dittadi, Peter Vincent Gehler, Carl-Johann Simon-Gabriel Carl-Johann Simon-Gabriel, Max Horn, Dominik Zietlow, David Kernert, et al. “Assaying Out-of-Distribution Generalization in Transfer Learning.” In 36th Conference on Neural Information Processing Systems, 35:7181–98. Neural Information Processing Systems Foundation, 2022.

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

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

Dittadi, Andrea, Frederik Träuble, Manuel Wüthrich, Felix Widmaier, Peter Gehler, Ole Winther, Francesco Locatello, Olivier Bachem, Bernhard Schölkopf, and Stefan Bauer. “The Role of Pretrained Representations for the OOD Generalization of Reinforcement Learning Agents.” In 10th International Conference on Learning Representations, 2022.

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

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

Makansi, Osama, Julius von Kügelgen, Francesco Locatello, Peter Gehler, Dominik Janzing, Thomas Brox, and Bernhard Schölkopf. “You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction.” In 10th International Conference on Learning Representations, 2022.

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

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