DeepAR: Probabilistic forecasting with autoregressive recurrent networks D Salinas, V Flunkert, J Gasthaus, T Januschowski International Journal of Forecasting 36 (3), 1181-1191, 2020 | 1157 | 2020 |
Refuting the odd-number limitation of time-delayed feedback control B Fiedler, V Flunkert, M Georgi, P Hövel, E Schöll Physical Review Letters 98 (11), 114101, 2007 | 224 | 2007 |
Synchronizing distant nodes: a universal classification of networks V Flunkert, S Yanchuk, T Dahms, E Schöll Physical review letters 105 (25), 254101, 2010 | 184 | 2010 |
Strong and weak chaos in nonlinear networks with time-delayed couplings S Heiligenthal, T Dahms, S Yanchuk, T Jüngling, V Flunkert, I Kanter, ... Physical review letters 107 (23), 234102, 2011 | 140 | 2011 |
Criteria for classifying forecasting methods T Januschowski, J Gasthaus, Y Wang, D Salinas, V Flunkert, ... International Journal of Forecasting 36 (1), 167-177, 2020 | 138 | 2020 |
Gluonts: Probabilistic and neural time series modeling in python A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ... The Journal of Machine Learning Research 21 (1), 4629-4634, 2020 | 130 | 2020 |
Probabilistic forecasting with spline quantile function RNNs J Gasthaus, K Benidis, Y Wang, SS Rangapuram, D Salinas, V Flunkert, ... The 22nd international conference on artificial intelligence and statistics …, 2019 | 121 | 2019 |
Probabilistic demand forecasting at scale JH Böse, V Flunkert, J Gasthaus, T Januschowski, D Lange, D Salinas, ... Proceedings of the VLDB Endowment 10 (12), 1694-1705, 2017 | 116 | 2017 |
Beyond the odd number limitation: A bifurcation analysis of time-delayed feedback control W Just, B Fiedler, M Georgi, V Flunkert, P Hövel, E Schöll Physical Review E 76 (2), 026210, 2007 | 114 | 2007 |
Neural forecasting: Introduction and literature overview K Benidis, SS Rangapuram, V Flunkert, B Wang, D Maddix, C Turkmen, ... arXiv preprint arXiv:2004.10240 6, 2020 | 107 | 2020 |
Bubbling in delay-coupled lasers V Flunkert, O D’Huys, J Danckaert, I Fischer, E Schöll Physical Review E 79 (6), 065201, 2009 | 104 | 2009 |
Bayesian intermittent demand forecasting for large inventories MW Seeger, D Salinas, V Flunkert Advances in Neural Information Processing Systems 29, 2016 | 100 | 2016 |
Elastic machine learning algorithms in amazon sagemaker E Liberty, Z Karnin, B Xiang, L Rouesnel, B Coskun, R Nallapati, ... Proceedings of the 2020 ACM SIGMOD International Conference on Management of …, 2020 | 93 | 2020 |
Symmetry-breaking transitions in networks of nonlinear circuit elements M Heinrich, T Dahms, V Flunkert, SW Teitsworth, E Schöll New Journal of Physics 12 (11), 113030, 2010 | 77 | 2010 |
Gluonts: Probabilistic time series models in python A Alexandrov, K Benidis, M Bohlke-Schneider, V Flunkert, J Gasthaus, ... arXiv preprint arXiv:1906.05264, 2019 | 75 | 2019 |
Dynamics, control and information in delay-coupled systems: an overview V Flunkert, I Fischer, E Schöll Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2013 | 67 | 2013 |
Delay stabilization of rotating waves near fold bifurcation and application to all-optical control of a semiconductor laser B Fiedler, S Yanchuk, V Flunkert, P Hövel, HJ Wünsche, E Schöll Physical Review E 77 (6), 066207, 2008 | 60 | 2008 |
Suppressing noise-induced intensity pulsations in semiconductor lasers by means of time-delayed feedback V Flunkert, E Schöll Physical Review E 76 (6), 066202, 2007 | 60 | 2007 |
Mismatch and synchronization: Influence of asymmetries in systems of two delay-coupled lasers K Hicke, O D’Huys, V Flunkert, E Schöll, J Danckaert, I Fischer Physical Review E 83 (5), 056211, 2011 | 59 | 2011 |
Delay stabilization of periodic orbits in coupled oscillator systems B Fiedler, V Flunkert, P Hövel, E Schöll Philosophical Transactions of the Royal Society A: Mathematical, Physical …, 2010 | 58 | 2010 |