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5442 Publications
2020 | Published | Preprint | IST-REx-ID: 7675 |

Normative models of enhancer function
R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
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R. Grah, B. Zoller, G. Tkačik, BioRxiv (2020).
2020 | Published | Journal Article | IST-REx-ID: 7909 |

Loss of Ena/VASP interferes with lamellipodium architecture, motility and integrin-dependent adhesion
J. Damiano-Guercio, L. Kurzawa, J. Müller, G.A. Dimchev, M. Schaks, M. Nemethova, T. Pokrant, S. Brühmann, J. Linkner, L. Blanchoin, M.K. Sixt, K. Rottner, J. Faix, ELife 9 (2020).
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J. Damiano-Guercio, L. Kurzawa, J. Müller, G.A. Dimchev, M. Schaks, M. Nemethova, T. Pokrant, S. Brühmann, J. Linkner, L. Blanchoin, M.K. Sixt, K. Rottner, J. Faix, ELife 9 (2020).
2020 | Published | Conference Paper | IST-REx-ID: 15074 |

Brief announcement: Efficient load-balancing through distributed token dropping
S. Brandt, B. Keller, J. Rybicki, J. Suomela, J. Uitto, in:, 34th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
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S. Brandt, B. Keller, J. Rybicki, J. Suomela, J. Uitto, in:, 34th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020.
2020 | Published | Journal Article | IST-REx-ID: 8220 |

Stem cell lineage survival as a noisy competition for niche access
B. Corominas-Murtra, C.L.G.J. Scheele, K. Kishi, S.I.J. Ellenbroek, B.D. Simons, J. Van Rheenen, E.B. Hannezo, Proceedings of the National Academy of Sciences of the United States of America 117 (2020) 16969–16975.
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B. Corominas-Murtra, C.L.G.J. Scheele, K. Kishi, S.I.J. Ellenbroek, B.D. Simons, J. Van Rheenen, E.B. Hannezo, Proceedings of the National Academy of Sciences of the United States of America 117 (2020) 16969–16975.
2020 | Published | Journal Article | IST-REx-ID: 8077 |

Projection methods with alternating inertial steps for variational inequalities: Weak and linear convergence
Y. Shehu, O.S. Iyiola, Applied Numerical Mathematics 157 (2020) 315–337.
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Y. Shehu, O.S. Iyiola, Applied Numerical Mathematics 157 (2020) 315–337.
2020 | Published | Journal Article | IST-REx-ID: 6593 |

An efficient projection-type method for monotone variational inequalities in Hilbert spaces
Y. Shehu, X.-H. Li, Q.-L. Dong, Numerical Algorithms 84 (2020) 365–388.
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Y. Shehu, X.-H. Li, Q.-L. Dong, Numerical Algorithms 84 (2020) 365–388.
2020 | Published | Conference Paper | IST-REx-ID: 8725 |

The splay-list: A distribution-adaptive concurrent skip-list
V. Aksenov, D.-A. Alistarh, A. Drozdova, A. Mohtashami, in:, 34th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, p. 3:1-3:18.
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V. Aksenov, D.-A. Alistarh, A. Drozdova, A. Mohtashami, in:, 34th International Symposium on Distributed Computing, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2020, p. 3:1-3:18.
2020 | Published | Conference Paper | IST-REx-ID: 8722 |

Taming unbalanced training workloads in deep learning with partial collective operations
S. Li, T.B.-N. Tal Ben-Nun, S.D. Girolamo, D.-A. Alistarh, T. Hoefler, in:, Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 45–61.
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S. Li, T.B.-N. Tal Ben-Nun, S.D. Girolamo, D.-A. Alistarh, T. Hoefler, in:, Proceedings of the 25th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 45–61.
2020 | Published | Conference Paper | IST-REx-ID: 7636 |

Non-blocking interpolation search trees with doubly-logarithmic running time
T.A. Brown, A. Prokopec, D.-A. Alistarh, in:, Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 276–291.
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T.A. Brown, A. Prokopec, D.-A. Alistarh, in:, Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Association for Computing Machinery, 2020, pp. 276–291.
2020 | Published | Conference Paper | IST-REx-ID: 15086 |

Adaptive gradient quantization for data-parallel SGD
F. Faghri, I. Tabrizian, I. Markov, D.-A. Alistarh, D. Roy, A. Ramezani-Kebrya, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2020.
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F. Faghri, I. Tabrizian, I. Markov, D.-A. Alistarh, D. Roy, A. Ramezani-Kebrya, in:, Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2020.
2020 | Published | Conference Paper | IST-REx-ID: 9632 |

WoodFisher: Efficient second-order approximation for neural network compression
Singh, Sidak Pal, WoodFisher: Efficient second-order approximation for neural network compression. 33. 2020
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Singh, Sidak Pal, WoodFisher: Efficient second-order approximation for neural network compression. 33. 2020
2020 | Published | Conference Paper | IST-REx-ID: 9631 |

Scalable belief propagation via relaxed scheduling
Aksenov, Vitaly, Scalable belief propagation via relaxed scheduling. 33. 2020
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Aksenov, Vitaly, Scalable belief propagation via relaxed scheduling. 33. 2020
2020 | Published | Conference Paper | IST-REx-ID: 8272 |

Stochastic games with lexicographic reachability-safety objectives
K. Chatterjee, J.P. Katoen, M. Weininger, T. Winkler, in:, International Conference on Computer Aided Verification, Springer Nature, 2020, pp. 398–420.
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K. Chatterjee, J.P. Katoen, M. Weininger, T. Winkler, in:, International Conference on Computer Aided Verification, Springer Nature, 2020, pp. 398–420.
2020 | Published | Conference Paper | IST-REx-ID: 7955 |

Approximating values of generalized-reachability stochastic games
Ashok, Pranav, Approximating values of generalized-reachability stochastic games. Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science . 2020
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Ashok, Pranav, Approximating values of generalized-reachability stochastic games. Proceedings of the 35th Annual ACM/IEEE Symposium on Logic in Computer Science . 2020
2020 | Published | Conference Paper | IST-REx-ID: 10673 |

A natural lottery ticket winner: Reinforcement learning with ordinary neural circuits
R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 4082–4093.
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R. Hasani, M. Lechner, A. Amini, D. Rus, R. Grosu, in:, Proceedings of the 37th International Conference on Machine Learning, 2020, pp. 4082–4093.
2020 | Published | Conference Paper | IST-REx-ID: 10672 |

Learning representations for binary-classification without backpropagation
M. Lechner, in:, 8th International Conference on Learning Representations, ICLR, 2020.
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M. Lechner, in:, 8th International Conference on Learning Representations, ICLR, 2020.
2020 | Published | Conference Paper | IST-REx-ID: 8623 |

Monitorability under assumptions
T.A. Henzinger, N.E. Sarac, in:, Runtime Verification, Springer Nature, 2020, pp. 3–18.
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T.A. Henzinger, N.E. Sarac, in:, Runtime Verification, Springer Nature, 2020, pp. 3–18.
2020 | Published | Conference Paper | IST-REx-ID: 9103 |

Lagrangian reachtubes: The next generation
S. Gruenbacher, J. Cyranka, M. Lechner, M.A. Islam, S.A. Smolka, R. Grosu, in:, Proceedings of the 59th IEEE Conference on Decision and Control, IEEE, 2020, pp. 1556–1563.
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S. Gruenbacher, J. Cyranka, M. Lechner, M.A. Islam, S.A. Smolka, R. Grosu, in:, Proceedings of the 59th IEEE Conference on Decision and Control, IEEE, 2020, pp. 1556–1563.
2020 | Published | Conference Paper | IST-REx-ID: 9202 |

Hybridization for stability verification of nonlinear switched systems
M. Garcia Soto, P. Prabhakar, in:, 2020 IEEE Real-Time Systems Symposium, IEEE, 2020, pp. 244–256.
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M. Garcia Soto, P. Prabhakar, in:, 2020 IEEE Real-Time Systems Symposium, IEEE, 2020, pp. 244–256.
2020 | Published | Journal Article | IST-REx-ID: 8679
Neural circuit policies enabling auditable autonomy
M. Lechner, R. Hasani, A. Amini, T.A. Henzinger, D. Rus, R. Grosu, Nature Machine Intelligence 2 (2020) 642–652.
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M. Lechner, R. Hasani, A. Amini, T.A. Henzinger, D. Rus, R. Grosu, Nature Machine Intelligence 2 (2020) 642–652.