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

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

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

Proofs of catalytic space
K.Z. Pietrzak, in:, 10th Innovations in Theoretical Computer Science Conference (ITCS 2019), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2018, p. 59:1-59:25.
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K.Z. Pietrzak, in:, 10th Innovations in Theoretical Computer Science Conference (ITCS 2019), Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2018, p. 59:1-59:25.
2018 | Published | Journal Article | IST-REx-ID: 742 |

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

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

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

Space-time interpolants
G. Frehse, M. Giacobbe, T.A. Henzinger, in:, Springer, 2018, pp. 468–486.
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G. Frehse, M. Giacobbe, T.A. Henzinger, in:, Springer, 2018, pp. 468–486.
2018 | Published | Conference Paper | IST-REx-ID: 14198 |

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

Reachable set over-approximation for nonlinear systems using piecewise barrier tubes
H. Kong, E. Bartocci, T.A. Henzinger, in:, Springer, 2018, pp. 449–467.
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H. Kong, E. Bartocci, T.A. Henzinger, in:, Springer, 2018, pp. 449–467.
2018 | Published | Conference Paper | IST-REx-ID: 14201 |

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

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

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

On matching pursuit and coordinate descent
F. Locatello, A. Raj, S.P. Karimireddy, G. Rätsch, B. Schölkopf, S.U. Stich, M. Jaggi, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 3198–3207.
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F. Locatello, A. Raj, S.P. Karimireddy, G. Rätsch, B. Schölkopf, S.U. Stich, M. Jaggi, in:, Proceedings of the 35th International Conference on Machine Learning, ML Research Press, 2018, pp. 3198–3207.
2018 | Published | Conference Paper | IST-REx-ID: 14224 |

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

Competitive training of mixtures of independent deep generative models
F. Locatello, D. Vincent, I. Tolstikhin, G. Rätsch, S. Gelly, B. Schölkopf, ArXiv (n.d.).
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F. Locatello, D. Vincent, I. Tolstikhin, G. Rätsch, S. Gelly, B. Schölkopf, ArXiv (n.d.).
2018 | Published | Conference Paper | IST-REx-ID: 144
A theory of register monitors
T. Ferrere, T.A. Henzinger, E. Saraç, in:, IEEE, 2018, pp. 394–403.
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T. Ferrere, T.A. Henzinger, E. Saraç, in:, IEEE, 2018, pp. 394–403.
2018 | Published | Journal Article | IST-REx-ID: 145 |

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

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

The Chara genome: Secondary complexity and implications for plant terrestrialization
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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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.
2018 | Published | Thesis | IST-REx-ID: 149 |

Dyson equation and eigenvalue statistics of random matrices
J. Alt, Dyson Equation and Eigenvalue Statistics of Random Matrices, Institute of Science and Technology Austria, 2018.
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J. Alt, Dyson Equation and Eigenvalue Statistics of Random Matrices, Institute of Science and Technology Austria, 2018.