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5735 Publications
2018 | Published | Journal Article | IST-REx-ID: 132 |

Defining lineage potential and fate behavior of precursors during pancreas development
M. Sznurkowska, E.B. Hannezo, R. Azzarelli, S. Rulands, S. Nestorowa, C. Hindley, J. Nichols, B. Göttgens, M. Huch, A. Philpott, B. Simons, Developmental Cell 46 (2018) 360–375.
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M. Sznurkowska, E.B. Hannezo, R. Azzarelli, S. Rulands, S. Nestorowa, C. Hindley, J. Nichols, B. Göttgens, M. Huch, A. Philpott, B. Simons, Developmental Cell 46 (2018) 360–375.
2018 | Published | Journal Article | IST-REx-ID: 136 |

Unstable equilibria and invariant manifolds in quasi-two-dimensional Kolmogorov-like flow
B. Suri, J. Tithof, R. Grigoriev, M. Schatz, Physical Review E 98 (2018).
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B. Suri, J. Tithof, R. Grigoriev, M. Schatz, Physical Review E 98 (2018).
2018 | Published | Journal Article | IST-REx-ID: 139 |

The divergence history of European blue mussel species reconstructed from Approximate Bayesian Computation: The effects of sequencing techniques and sampling strategies
C. Fraisse, C. Roux, P. Gagnaire, J. Romiguier, N. Faivre, J. Welch, N. Bierne, PeerJ 2018 (2018).
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C. Fraisse, C. Roux, P. Gagnaire, J. Romiguier, N. Faivre, J. Welch, N. Bierne, PeerJ 2018 (2018).
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: 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 | Book Chapter | IST-REx-ID: 10864 |

Absorption and directed Jónsson terms
A. Kazda, M. Kozik, R. McKenzie, M. Moore, in:, J. Czelakowski (Ed.), Don Pigozzi on Abstract Algebraic Logic, Universal Algebra, and Computer Science, Springer Nature, Cham, 2018, pp. 203–220.
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A. Kazda, M. Kozik, R. McKenzie, M. Moore, in:, J. Czelakowski (Ed.), Don Pigozzi on Abstract Algebraic Logic, Universal Algebra, and Computer Science, Springer Nature, Cham, 2018, pp. 203–220.
2018 | Published | Journal Article | IST-REx-ID: 10880 |

Significance of whole-genome duplications on the emergence of evolutionary novelties
M. Yuuta, K. Koshiba-Takeuchi, Briefings in Functional Genomics 17 (2018) 329–338.
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M. Yuuta, K. Koshiba-Takeuchi, Briefings in Functional Genomics 17 (2018) 329–338.
2018 | Published | Conference Paper | IST-REx-ID: 10882 |

Learning intelligent dialogs for bounding box annotation
J. Uijlings, K. Konyushkova, C. Lampert, V. Ferrari, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 9175–9184.
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J. Uijlings, K. Konyushkova, C. Lampert, V. Ferrari, in:, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, IEEE, 2018, pp. 9175–9184.
2018 | Published | Journal Article | IST-REx-ID: 18 |

Superconcentrators of density 25.3
V. Kolmogorov, M. Rolinek, Ars Combinatoria 141 (2018) 269–304.
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V. Kolmogorov, M. Rolinek, Ars Combinatoria 141 (2018) 269–304.
2018 | Published | Journal Article | IST-REx-ID: 276 |

Nano-scale microfluidics to study 3D chemotaxis at the single cell level
C. Frick, P. Dettinger, J. Renkawitz, A. Jauch, C. Berger, M. Recher, T. Schroeder, M. Mehling, PLoS One 13 (2018).
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C. Frick, P. Dettinger, J. Renkawitz, A. Jauch, C. Berger, M. Recher, T. Schroeder, M. Mehling, PLoS One 13 (2018).
2018 | Published | Journal Article | IST-REx-ID: 277 |

An armadillo-domain protein participates in a telomerase interaction network
L. Dokládal, E. Benková, D. Honys, N. Dupláková, L. Lee, S. Gelvin, E. Sýkorová, Plant Molecular Biology 97 (2018) 407–420.
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L. Dokládal, E. Benková, D. Honys, N. Dupláková, L. Lee, S. Gelvin, E. Sýkorová, Plant Molecular Biology 97 (2018) 407–420.
2018 | Published | Journal Article | IST-REx-ID: 280
KIRA1 and ORESARA1 terminate flower receptivity by promoting cell death in the stigma of Arabidopsis
Z. Gao, A. Daneva, Y. Salanenka, M. Van Durme, M. Huysmans, Z. Lin, F. De Winter, S. Vanneste, M. Karimi, J. Van De Velde, K. Vandepoele, D. Van De Walle, K. Dewettinck, B. Lambrecht, M. Nowack, Nature Plants 4 (2018) 365–375.
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Z. Gao, A. Daneva, Y. Salanenka, M. Van Durme, M. Huysmans, Z. Lin, F. De Winter, S. Vanneste, M. Karimi, J. Van De Velde, K. Vandepoele, D. Van De Walle, K. Dewettinck, B. Lambrecht, M. Nowack, Nature Plants 4 (2018) 365–375.