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4840 Publications

2021 | Published | Conference Paper | IST-REx-ID: 14179 |

J. von Kügelgen et al., “Self-supervised learning with data augmentations provably isolates content from style,” in Advances in Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 16451–16467.

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

2021 | Published | Conference Paper | IST-REx-ID: 14180 |

N. Rahaman et al., “Dynamic inference with neural interpreters,” in Advances in Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 10985–10998.

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

2021 | Published | Conference Paper | IST-REx-ID: 14181 |

G. Dresdner, S. Shekhar, F. Pedregosa, F. Locatello, and G. Rätsch, “Boosting variational inference with locally adaptive step-sizes,” in Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, Montreal, Canada, 2021, pp. 2337–2343.

[Published Version] View | DOI | Download Published Version (ext.) | arXiv

2021 | Published | Conference Paper | IST-REx-ID: 14182 |

F. Träuble, J. von Kügelgen, M. Kleindessner, F. Locatello, B. Schölkopf, and P. Gehler, “Backward-compatible prediction updates: A probabilistic approach,” in 35th Conference on Neural Information Processing Systems, Virtual, 2021, vol. 34, pp. 116–128.

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

2021 | Submitted | Preprint | IST-REx-ID: 14221 |

F. Locatello, “Enforcing and discovering structure in machine learning,” arXiv. .

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

2021 | Published | Journal Article | IST-REx-ID: 9002

A. Fazeli, H. Hassani, M. Mondelli, and A. Vardy, “Binary linear codes with optimal scaling: Polar codes with large kernels,” IEEE Transactions on Information Theory, vol. 67, no. 9. IEEE, pp. 5693–5710, 2021.

[Preprint] View | Files available | DOI | arXiv

2021 | Published | Journal Article | IST-REx-ID: 9005 |

M. Brooks, M. Lemeshko, D. Lundholm, and E. Yakaboylu, “Molecular impurities as a realization of anyons on the two-sphere,” Physical Review Letters, vol. 126, no. 1. American Physical Society, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9006 |

S. Shamipour, S. Caballero Mancebo, and C.-P. J. Heisenberg, “Cytoplasm’s got moves,” Developmental Cell, vol. 56, no. 2. Elsevier, pp. P213-226, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9009 |

J. A. Grosser, M. E. Maes, and R. W. Nickells, “Characteristics of intracellular propagation of mitochondrial BAX recruitment during apoptosis,” Apoptosis, vol. 26, no. 2. Springer Nature, pp. 132–145, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9010 |

K. Ötvös et al., “Modulation of plant root growth by nitrogen source-defined regulation of polar auxin transport,” EMBO Journal, vol. 40, no. 3. Embo Press, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9020 |

T. Gulden and A. Kamenev, “Dynamics of ion channels via non-hermitian quantum mechanics,” Entropy, vol. 23, no. 1. MDPI, 2021.

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

2021 | Published | Thesis | PhD | IST-REx-ID: 9022 |

G. Cipolloni, “Fluctuations in the spectrum of random matrices,” Institute of Science and Technology Austria, 2021.

[Published Version] View | Files available | DOI

2021 | Published | Journal Article | IST-REx-ID: 9036 |

D. Virosztek, “The metric property of the quantum Jensen-Shannon divergence,” Advances in Mathematics, vol. 380, no. 3. Elsevier, 2021.

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

2021 | Published | Journal Article | IST-REx-ID: 9037 |

G. Ivanov, “No-dimension Tverberg’s theorem and its corollaries in Banach spaces of type p,” Bulletin of the London Mathematical Society, vol. 53, no. 2. London Mathematical Society, pp. 631–641, 2021.

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

2021 | Published | Journal Article | IST-REx-ID: 9046 |

R. Römhild and D. I. Andersson, “Mechanisms and therapeutic potential of collateral sensitivity to antibiotics,” PLoS Pathogens, vol. 17, no. 1. Public Library of Science, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9047 |

M. Mondelli, S. A. Hashemi, J. M. Cioffi, and A. Goldsmith, “Sublinear latency for simplified successive cancellation decoding of polar codes,” IEEE Transactions on Wireless Communications, vol. 20, no. 1. IEEE, pp. 18–27, 2021.

2021 | Published | Journal Article | IST-REx-ID: 9048 |

S. De Nicola, A. Michailidis, and M. Serbyn, “Entanglement view of dynamical quantum phase transitions,” Physical Review Letters, vol. 126, no. 4. American Physical Society, 2021.

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

2021 | Published | Thesis | PhD | IST-REx-ID: 9056 |

G. F. Osang, “Multi-cover persistence and Delaunay mosaics,” Institute of Science and Technology Austria, Klosterneuburg, 2021.

[Published Version] View | Files available | DOI

2021 | Published | Journal Article | IST-REx-ID: 9073 |

I. L. Hanganu-Opatz et al., “The logic of developing neocortical circuits in health and disease,” The Journal of Neuroscience, vol. 41, no. 5. Society for Neuroscience, pp. 813–822, 2021.

2021 | Submitted | Preprint | IST-REx-ID: 9082 |

D. J. Anderson, F. Pauler, A. McKenna, J. Shendure, S. Hippenmeyer, and M. S. Horwitz, “Simultaneous identification of brain cell type and lineage via single cell RNA sequencing,” bioRxiv. Cold Spring Harbor Laboratory.

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

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