Valentin Flunkert

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Delayed complex systems and applications to lasers

Valentin Flunkert, 2011 .

GluonTS: Probabilistic and Neural Time Series Modeling in Python

Syama Sundar Rangapuram, Konstantinos Benidis, Michael Bohlke-Schneider, 2020, J. Mach. Learn. Res..

GluonTS: Probabilistic Time Series Models in Python pdf

Syama Sundar Rangapuram, Yuyang Wang, Konstantinos Benidis, 2019, ArXiv.

Pydelay: A Simulation Package

Valentin Flunkert, V. Flunkert, 2011 .

Necessary Conditions for Synchronization of Lasers

Valentin Flunkert, 2011 .

Probabilistic Demand Forecasting at Scale

Joos-Hendrik Böse, Matthias W. Seeger, Tim Januschowski, 2017, Proc. VLDB Endow..

Neural forecasting: Introduction and literature overview pdf

Syama Sundar Rangapuram, Konstantinos Benidis, Michael Bohlke-Schneider, 2020, ArXiv.

Forecasting Big Time Series: Theory and Practice

Christos Faloutsos, Tim Januschowski, Valentin Flunkert, 2019, KDD.

Delay-Coupled Complex Systems

Valentin Flunkert, 2011 .

Time-Delayed Feedback Control: From Simple Models to Lasers and Neural Systems

Philipp Hövel, Markus Dahlem, Valentin Flunkert, 2009 .

Bayesian Intermittent Demand Forecasting for Large Inventories

Matthias W. Seeger, Valentin Flunkert, David Salinas, 2016, NIPS.

Time-Delayed Feedback Control

Valentin Flunkert, V. Flunkert, 2011 .

Chaotic delayed maps and their natural measure

Ingo Fischer, Valentin Flunkert, 2014 .

A simple and effective predictive resource scaling heuristic for large-scale cloud applications pdf

Tim Januschowski, Valentin Flunkert, Quentin Rebjock, 2020, AIDB@VLDB.

Probabilistic Forecasting with Spline Quantile Function RNNs

Syama Sundar Rangapuram, Konstantinos Benidis, Tim Januschowski, 2019, AISTATS.

Elastic Machine Learning Algorithms in Amazon SageMaker

Julio Delgado, Ramesh Nallapati, Edo Liberty, 2020, SIGMOD Conference.

Forecasting Big Time Series: Theory and Practice

Christos Faloutsos, Tim Januschowski, Valentin Flunkert, 2020, WWW.

DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks pdf

Valentin Flunkert, David Salinas, Jan Gasthaus, 2017, International Journal of Forecasting.

Approximate Bayesian Inference in Linear State Space Models for Intermittent Demand Forecasting at Scale pdf

Matthias W. Seeger, Syama Sundar Rangapuram, Yuyang Wang, 2017, ArXiv.

The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models pdf

Tim Januschowski, Stephan Rabanser, Valentin Flunkert, 2020, ArXiv.

Criteria for Classifying Forecasting Methods

Michael Bohlke-Schneider, Tim Januschowski, Valentin Flunkert, 2020, International Journal of Forecasting.

Relation between delayed feedback and delay-coupled systems and its application to chaotic lasers.

Ingo Fischer, Valentin Flunkert, Miguel C Soriano, 2013, Chaos.

Conversion of stability in systems close to a Hopf bifurcation by time-delayed coupling.

Philipp Hövel, Eckehard Schöll, Hartmut Benner, 2007, Physical review. E, Statistical, nonlinear, and soft matter physics.

Beyond the odd number limitation of time-delayed feedback control of periodic orbits

Philipp Hövel, Eckehard Schöll, Bernold Fiedler, 2010 .

Bubbling in delay-coupled lasers.

Jan Danckaert, Ingo Fischer, Eckehard Schöll, 2009 .

Symmetry-breaking transitions in networks of nonlinear circuit elements

Valentin Flunkert, Thomas Dahms, Eckehard Scholl, 2010, 1006.5042.

Discontinuous attractor dimension at the synchronization transition of time-delayed chaotic systems.

Wolfgang Kinzel, Ido Kanter, Eckehard Schöll, 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

Chaos synchronization in networks of delay-coupled lasers: role of the coupling phases

Valentin Flunkert, Eckehard Scholl, 2012 .

Stabilization of complex spatio-temporal dynamics near a subcritical Hopf bifurcation by time-delayed feedback

Philipp Hövel, Eckehard Schöll, Markus Dahlem, 2009 .

Delay-Coupled Complex Systems: and Applications to Lasers

Valentin Flunkert, 2011 .