A similarity-based approach to perceptual feature validation. - Theresa Cooke; Florian Steinke; Christian Wallraven; Heinrich H. Bülthoff (APGV, 2005)

Object correspondence as a machine learning problem. - Bernhard Schölkopf; Florian Steinke; Volker Blanz (ICML, 2005)

Support Vector Machines for 3D Shape Processing. - Florian Steinke; Bernhard Schölkopf; Volker Blanz (Comput. Graph. Forum, 2005)

Learning Dense 3D Correspondence. - Florian Steinke; Bernhard Schölkopf; Volker Blanz (NIPS, 2006)

Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models. - Florian Steinke; Matthias W. Seeger; Koji Tsuda (BMC Syst. Biol., 2007)

Bayesian Inference and Optimal Design in the Sparse Linear Model. - Matthias W. Seeger; Florian Steinke; Koji Tsuda (AISTATS, 2007)

Non-parametric Regression Between Manifolds. - Florian Steinke; Matthias Hein 001 (NIPS, 2008)

Manifold-valued Thin-Plate Splines with Applications in Computer Graphics. - Florian Steinke; Matthias Hein 001; Jan Peters 001; Bernhard Schölkopf (Comput. Graph. Forum, 2008)

Kernels, regularization and differential equations. - Florian Steinke; Bernhard Schölkopf (Pattern Recognit., 2008)

Learning similarity measure for multi-modal 3D image registration. - Daewon Lee; Matthias Hofmann; Florian Steinke; Yasemin Altun; Nathan D. Cahill; Bernhard Schölkopf (CVPR, 2009)

Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction. - Kwang In Kim; Florian Steinke; Matthias Hein 001 (NIPS, 2009)

From differential equations to differential geometry: aspects of regularisation in machine learning. - Florian Steinke (2009)

A new approach to clustering using eigen decomposition. - Thomas A. Runkler; Florian Steinke (FUZZ-IEEE, 2010)

Nonparametric Regression between General Riemannian Manifolds. - Florian Steinke; Matthias Hein 001; Bernhard Schölkopf (SIAM J. Imaging Sci., 2010)

A Novel Metric for Information Retrieval in Semantic Networks. - Joshua L. Moore; Florian Steinke; Volker Tresp (ESWC Workshops, 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)

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)

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)

Can distribution grids significantly contribute to transmission grids' voltage management? - Sabine Auer; Florian Steinke; Wang Chunsen; Andrei Szabo; Rudolf Sollacher (ISGT Europe, 2016)

A Computationally Efficient Method for Risk Averse Scheduling of Hybrid Power Plants. - Simon Ackermann; Andrei Szabo; Florian Steinke (ISGT Europe, 2018)

Learning Dispatch Parameters of Thermal Power Plants from Observations. - Mario Beykirch; Tim Janke; Florian Steinke (ISGT Europe, 2018)

Distributed Secondary Frequency Control via Price Consensus. - Johannes Börner; Florian Steinke (ISGT Europe, 2018)

Comparison of Two Day-Ahead Offering Strategies for a Flexible CHP Plant in Germany. - Simon Ackermann; Andrei Szabo; Simon Paulus; Florian Steinke (ISGT Europe, 2019)

Nonlinear consensus for improved resilience of distributed secondary frequency control. - Johannes Börner; Simon Scheurich; Florian Steinke (ISGT Europe, 2019)

Flexible Redundancy Generation for Virtual Network Embedding with an Application to Smart Grids. - Allan Almeida Santos; Amr Rizk; Florian Steinke (e-Energy, 2020)

Computing sparse affine-linear control policies for linear power flow in microgrids. - Edwin Mora; Florian Steinke (ISGT-Europe, 2020)

Decentralized Data-Driven Tuning of Droop Frequency Controllers. - Allan Almeida Santos; Edwin Mora; Jan Peters 001; Florian Steinke (ISGT-Europe, 2020)

On the minimal set of controllers and sensors for linear power flow. - Edwin Mora; Florian Steinke (CoRR, 2020)

Measuring LTI System Resilience against Adversarial Disturbances based on Efficient Generalized Eigenvalue Computations. - Johannes Börner; Florian Steinke (CDC, 2021)

Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series. - Mario Beykirch; Tim Janke; Imed Tayeche; Florian Steinke (ISGT-Europe, 2021)

Model Reduction for Heat Grid State Estimation. - Andreas Bott; Pascal Friedrich; Lea Rehlich; Florian Steinke (ISGT-Europe, 2021)

A Natural Language Interface for an Energy System Model. - Jonas Hulsmann; Lennart J. Sieben; Mohsen Mcsgar; Florian Steinke (ISGT-Europe, 2021)

Operational Carbon Mitigation Potential of Flexible Multi-Energy Systems: A Case Study. - Christopher Ripp; Julia Barbosa; Florian Steinke (ISGT-Europe, 2021)

Evaluation of Multiparametric Linear Programming for Economic Dispatch under Uncertainty. - Johannes Sindt; Allan Almeida Santos; Marc E. Pfetsch; Florian Steinke (ISGT-Europe, 2021)

Implicit Generative Copulas. - Tim Janke; Mohamed Ghanmi; Florian Steinke (NeurIPS, 2021)

Monitoring Electricity Demand Synchronization Using Copulas. - Tobias Gebhard; Eva Brucherseifer; Florian Steinke (ISGT-Europe, 2022)

Optimized UAV Placement for Resilient Crisis Communication and Power Grid Restoration. - Michael Heise; Martin Pietsch; Florian Steinke; Maximilian Bauer; Burak Yilmaz (ISGT-Europe, 2022)

Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need? - Mario Beykirch; Tim Janke; Florian Steinke (CoRR, 2022)

Generative machine learning methods for multivariate ensemble post-processing. - Jieyu Chen; Tim Janke; Florian Steinke; Sebastian Lerch (CoRR, 2022)

Coordinated cyber attacks on smart grids considering software supply chains. - Kirill Kuroptev; Florian Steinke (ISGT EUROPE, 2023)

DER Pricing Power in the Presence of Multi-Location Consumers with Load Migration Capabilities. - Sara Mollaeivaneghi; Julia Barbosa; Florian Steinke (ISGT EUROPE, 2023)

Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids. - Andreas Bott; Tim Janke; Florian Steinke (CoRR, 2023)

Adaptive global coordination of local routing policies for communication networks. - Allan Almeida Santos; Amr Rizk; Florian Steinke (Comput. Commun., 2023)

Stochastic Optimal Control for Nonlinear Systems based on Sampling & Deep Learning. - Andreas Bott; Kirill Kuroptev; Florian Steinke (CDC, 2024)

Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. - Martin Braun 002; Christian Gruhl; Christian A. Hans; Philipp Härtel; Christoph Scholz 001; Bernhard Sick; Malte Siefert; Florian Steinke; Olaf Stursberg; Sebastian Wende-von Berg (ISGT EUROPE, 2024)

Automated Generation of Urban Medium-voltage Grids using OpenStreetMap Data. - Tobias Gebhard; Andrea Tundis; Florian Steinke (ISGT EUROPE, 2024)

Efficient Training of Learning-Based Thermal Power Flow for 4th Generation District Heating Grids. - Andreas Bott; Mario Beykirch; Florian Steinke (CoRR, 2024)

Robust Model Predictive Defense against Stealthy Actuator Attacks based on a Novel Convex Reformulation of a Min-Max Problem. - Kirill Kuroptev; Roozbeh Abolpour; Florian Steinke (ACC, 2025)

Physical Defense Planning Against Voltage Distortion Attacks in Active Distribution Grids. - Kirill Kuroptev; Sina Hajikazemi; Florian Steinke (IEEE Access, 2025)

Minimizing Worst-Case Cyber Graph Reconfigurations in Resilient Cyber-Physical Systems. - Andrew Eliseev; Hans Stenglein; Florian Steinke (IEEE Control. Syst. Lett., 2025)