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4958 Publications
2018 | Published | Journal Article | IST-REx-ID: 723 |

Oliveto P, Paixao T, Pérez Heredia J, Sudholt D, Trubenova B. 2018. How to escape local optima in black box optimisation when non elitism outperforms elitism. Algorithmica. 80(5), 1604–1633.
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2018 | Published | Journal Article | IST-REx-ID: 738 |

Chatterjee K, Pavlogiannis A, Kößler A, Schmid U. 2018. Automated competitive analysis of real time scheduling with graph games. Real-Time Systems. 54(1), 166–207.
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2018 | Published | Conference Paper | IST-REx-ID: 7407 |

Pietrzak KZ. 2018. Proofs of catalytic space. 10th Innovations in Theoretical Computer Science Conference (ITCS 2019). ITCS: Innovations in theoretical Computer Science Conference, LIPIcs, vol. 124, 59:1-59:25.
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2018 | Published | Journal Article | IST-REx-ID: 742 |

Dotterrer D, Kaufman T, Wagner U. 2018. On expansion and topological overlap. Geometriae Dedicata. 195(1), 307–317.
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2018 | Published | Preprint | IST-REx-ID: 75 |

Akopyan A, Avvakumov S, Karasev R. 2018. Convex fair partitions into arbitrary number of pieces. 1804.03057.
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| arXiv
2018 | Published | Journal Article | IST-REx-ID: 14 |

Hille S, Akhmanova M, Glanc M, Johnson AJ, Friml J. 2018. Relative contribution of PIN-containing secretory vesicles and plasma membrane PINs to the directed auxin transport: Theoretical estimation. International Journal of Molecular Sciences. 19(11).
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2018 | Published | Conference Paper | IST-REx-ID: 140 |

Frehse G, Giacobbe M, Henzinger TA. 2018. Space-time interpolants. CAV: Computer Aided Verification, LNCS, vol. 10981, 468–486.
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2018 | Published | Conference Paper | IST-REx-ID: 14198 |

Fortuin V, Hüser M, Locatello F, Strathmann H, Rätsch G. 2018. SOM-VAE: Interpretable discrete representation learning on time series. International Conference on Learning Representations. ICLR: International Conference on Learning Representations.
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 142 |

Kong H, Bartocci E, Henzinger TA. 2018. Reachable set over-approximation for nonlinear systems using piecewise barrier tubes. CAV: Computer Aided Verification, LNCS, vol. 10981, 449–467.
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2018 | Published | Conference Paper | IST-REx-ID: 14201 |

Locatello F, Khanna R, Ghosh J, Rätsch G. 2018. Boosting variational inference: An optimization perspective. Proceedings of the 21st International Conference on Artificial Intelligence and Statistics. AISTATS: Conference on Artificial Intelligence and Statistics, PMLR, vol. 84, 464–472.
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 14202 |

Locatello F, Dresdner G, Khanna R, Valera I, Rätsch G. 2018. Boosting black box variational inference. Advances in Neural Information Processing Systems. NeurIPS: Neural Information Processing Systems vol. 31.
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 14203 |

Yurtsever A, Fercoq O, Locatello F, Cevher V. 2018. A conditional gradient framework for composite convex minimization with applications to semidefinite programming. Proceedings of the 35th International Conference on Machine Learning. ICML: International Conference on Machine Learning, PMLR, vol. 80, 5727–5736.
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 14204 |

Locatello F, Raj A, Karimireddy SP, Rätsch G, Schölkopf B, Stich SU, Jaggi M. 2018. On matching pursuit and coordinate descent. Proceedings of the 35th International Conference on Machine Learning. , PMLR, vol. 80, 3198–3207.
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| arXiv
2018 | Published | Conference Paper | IST-REx-ID: 14224 |

Locatello F, Vincent D, Tolstikhin I, Ratsch G, Gelly S, Scholkopf B. 2018. Clustering meets implicit generative models. 6th International Conference on Learning Representations. International Conference on Machine Learning.
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| arXiv
2018 | Submitted | Preprint | IST-REx-ID: 14327 |

Locatello F, Vincent D, Tolstikhin I, Rätsch G, Gelly S, Schölkopf B. Competitive training of mixtures of independent deep generative models. arXiv, 1804.11130.
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| arXiv
2018 | Published | Journal Article | IST-REx-ID: 145 |

Truckenbrodt SM, Viplav A, Jähne S, Vogts A, Denker A, Wildhagen H, Fornasiero E, Rizzoli S. 2018. Newly produced synaptic vesicle proteins are preferentially used in synaptic transmission. The EMBO Journal. 37(15), e98044.
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| PubMed | Europe PMC
2018 | Published | Journal Article | IST-REx-ID: 146 |

Shi CL, von Wangenheim D, Herrmann U, Wildhagen M, Kulik I, Kopf A, Ishida T, Olsson V, Anker MK, Albert M, Butenko MA, Felix G, Sawa S, Claassen M, Friml J, Aalen RB. 2018. The dynamics of root cap sloughing in Arabidopsis is regulated by peptide signalling. Nature Plants. 4(8), 596–604.
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| PubMed | Europe PMC
2018 | Published | Journal Article | IST-REx-ID: 148 |

Nishiyama T, Sakayama H, De Vries J, Buschmann H, Saint Marcoux D, Ullrich K, Haas F, Vanderstraeten L, Becker D, Lang D, Vosolsobě S, Rombauts S, Wilhelmsson P, Janitza P, Kern R, Heyl A, Rümpler F, Calderón Villalobos L, Clay J, Skokan R, Toyoda A, Suzuki Y, Kagoshima H, Schijlen E, Tajeshwar N, Catarino B, Hetherington A, Saltykova A, Bonnot C, Breuninger H, Symeonidi A, Radhakrishnan G, Van Nieuwerburgh F, Deforce D, Chang C, Karol K, Hedrich R, Ulvskov P, Glöckner G, Delwiche C, Petrášek J, Van De Peer Y, Friml J, Beilby M, Dolan L, Kohara Y, Sugano S, Fujiyama A, Delaux PM, Quint M, Theissen G, Hagemann M, Harholt J, Dunand C, Zachgo S, Langdale J, Maumus F, Van Der Straeten D, Gould SB, Rensing S. 2018. The Chara genome: Secondary complexity and implications for plant terrestrialization. Cell. 174(2), 448–464.e24.
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| PubMed | Europe PMC
2018 | Published | Thesis | IST-REx-ID: 149 |

Alt J. 2018. Dyson equation and eigenvalue statistics of random matrices. Institute of Science and Technology Austria.
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