Florian Steinke

According to our database, Florian Steinke authored at least 45 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems.

Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg

CoRR, 2024

Efficient Training of Learning-Based Thermal Power Flow for 4th Generation District Heating Grids.

Andreas Bott, Mario Beykirch, Florian Steinke

CoRR, 2024

2023

Adaptive global coordination of local routing policies for communication networks.

Allan Almeida Santos, Amr Rizk, Florian Steinke

Comput. Commun., April, 2023

Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids.

Andreas Bott, Tim Janke, Florian Steinke

CoRR, 2023

DER Pricing Power in the Presence of Multi-Location Consumers with Load Migration Capabilities.

Sara Mollaeivaneghi, Julia Barbosa, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

Coordinated cyber attacks on smart grids considering software supply chains.

Kirill Kuroptev, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2023

2022

Generative machine learning methods for multivariate ensemble post-processing.

Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch

CoRR, 2022

Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need?

Mario Beykirch, Tim Janke, Florian Steinke

CoRR, 2022

Optimized UAV Placement for Resilient Crisis Communication and Power Grid Restoration.

Michael Heise, Martin Pietsch, Florian Steinke, Maximilian Bauer, Burak Yilmaz

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

Monitoring Electricity Demand Synchronization Using Copulas.

Tobias Gebhard, Eva Brucherseifer, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2022

2021

Implicit Generative Copulas.

Tim Janke, Mohamed Ghanmi, Florian Steinke

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Evaluation of Multiparametric Linear Programming for Economic Dispatch under Uncertainty.

Johannes Sindt, Allan Almeida Santos, Marc E. Pfetsch, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Operational Carbon Mitigation Potential of Flexible Multi-Energy Systems: A Case Study.

Christopher Ripp, Julia Barbosa, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

A Natural Language Interface for an Energy System Model.

Jonas Hulsmann, Lennart J. Sieben, Mohsen Mcsgar, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Model Reduction for Heat Grid State Estimation.

Andreas Bott, Pascal Friedrich, Lea Rehlich, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series.

Mario Beykirch, Tim Janke, Imed Tayeche, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2021

Measuring LTI System Resilience against Adversarial Disturbances based on Efficient Generalized Eigenvalue Computations.

Johannes Börner, Florian Steinke

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020

On the minimal set of controllers and sensors for linear power flow.

Edwin Mora, Florian Steinke

CoRR, 2020

Decentralized Data-Driven Tuning of Droop Frequency Controllers.

Allan Almeida Santos, Edwin Mora, Jan Peters, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Computing sparse affine-linear control policies for linear power flow in microgrids.

Edwin Mora, Florian Steinke

Proceedings of the IEEE PES Innovative Smart Grid Technologies Europe, 2020

Flexible Redundancy Generation for Virtual Network Embedding with an Application to Smart Grids.

Allan Almeida Santos, Amr Rizk, Florian Steinke

Proceedings of the e-Energy '20: The Eleventh ACM International Conference on Future Energy Systems, 2020

2019

Nonlinear consensus for improved resilience of distributed secondary frequency control.

Johannes Börner, Simon Scheurich, Florian Steinke

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

Comparison of Two Day-Ahead Offering Strategies for a Flexible CHP Plant in Germany.

Simon Ackermann, Andrei Szabo, Simon Paulus, Florian Steinke

Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019

2018

Distributed Secondary Frequency Control via Price Consensus.

Johannes Börner, Florian Steinke

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

Learning Dispatch Parameters of Thermal Power Plants from Observations.

Mario Beykirch, Tim Janke, Florian Steinke

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

A Computationally Efficient Method for Risk Averse Scheduling of Hybrid Power Plants.

Simon Ackermann, Andrei Szabo, Florian Steinke

Proceedings of the 2018 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2018

2016

Can distribution grids significantly contribute to transmission grids' voltage management?

Sabine Auer, Florian Steinke, Wang Chunsen, Andrei Szabo, Rudolf Sollacher

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

2015

Overview of recent control technologies for future power systems.

Ulrich Münz, Michael Metzger, Andrei Szabo, Markus Reischböck, Florian Steinke, Philipp Wolfrum, Rudolf Sollacher, Dragan Obradovic, Michael Buhl, Thomas Lehmann, Mathias Duckheim, Stefan Langemeyer

Autom., 2015

2014

Flexibility of thermal power generation for RES supply in Germany until 2020.

Günther Brauner, Stefan Bofinger, Wolfgang Glaunsinger, Ireneusz Pyc, Florian Steinke, Ulrich Schwing, Wendelin Magin

Elektrotech. Informationstechnik, 2014

2011

Semantic Traffic-Aware Routing Using the LarKC Platform.

Emanuele Della Valle, Irene Celino, Daniele Dell'Aglio, Ralph Grothmann, Florian Steinke, Volker Tresp

IEEE Internet Comput., 2011

A Novel Metric for Information Retrieval in Semantic Networks.

Joshua L. Moore, Florian Steinke, Volker Tresp

Proceedings of the Semantic Web: ESWC 2011 Workshops, 2011

2010

Nonparametric Regression between General Riemannian Manifolds.

Florian Steinke, Matthias Hein, Bernhard Schölkopf

SIAM J. Imaging Sci., 2010

A new approach to clustering using eigen decomposition.

Thomas A. Runkler, Florian Steinke

Proceedings of the FUZZ-IEEE 2010, 2010

2009

From differential equations to differential geometry: aspects of regularisation in machine learning.

Florian Steinke

PhD thesis, 2009

Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction.

Kwang In Kim, Florian Steinke, Matthias Hein

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Learning similarity measure for multi-modal 3D image registration.

Daewon Lee, Matthias Hofmann, Florian Steinke, Yasemin Altun, Nathan D. Cahill, Bernhard Schölkopf

Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008

Kernels, regularization and differential equations.

Florian Steinke, Bernhard Schölkopf

Pattern Recognit., 2008

Manifold-valued Thin-Plate Splines with Applications in Computer Graphics.

Florian Steinke, Matthias Hein, Jan Peters, Bernhard Schölkopf

Comput. Graph. Forum, 2008

Non-parametric Regression Between Manifolds.

Florian Steinke, Matthias Hein

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

2007

Bayesian Inference and Optimal Design in the Sparse Linear Model.

Matthias W. Seeger, Florian Steinke, Koji Tsuda

Proceedings of the Eleventh International Conference on Artificial Intelligence and Statistics, 2007

Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models.

Florian Steinke, Matthias W. Seeger, Koji Tsuda

BMC Syst. Biol., 2007

2006

Learning Dense 3D Correspondence.

Florian Steinke, Bernhard Schölkopf, Volker Blanz

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005

Support Vector Machines for 3D Shape Processing.

Florian Steinke, Bernhard Schölkopf, Volker Blanz

Comput. Graph. Forum, 2005

Object correspondence as a machine learning problem.

Bernhard Schölkopf, Florian Steinke, Volker Blanz

Proceedings of the Machine Learning, 2005

A similarity-based approach to perceptual feature validation.

Theresa Cooke, Florian Steinke, Christian Wallraven, Heinrich H. Bülthoff

Proceedings of the 2nd Symposium on Applied Perception in Graphics and Visualization, 2005