Florian Steinke

57 papers A* 3A 1B 1C 1Journal 22Unranked 28

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Defending the power grid by segmenting the EV charging cyber infrastructure. CoRR Kirill Kuroptev, Florian Steinke, Efthymios Karangelos
2025	—	`conf`	Explainable Anomaly Detection for Grid Monitoring using Probabilistic Load Forecasting. SmartGridComm Tobias Gebhard, Andrea Tundis, Florian Steinke
2025	J	`jnl`	Mean-Field RL for Large-Scale Unit-Capacity Pickup-and-Delivery Problems. Trans. Mach. Learn. Res. Kai Cui, Sharif Azem, Christian Fabian, Kirill Kuroptev, Ramin Khalili, Osama Abboud, Florian Steinke, Heinz Koeppl
2025	J	`jnl`	Minimizing Worst-Case Cyber Graph Reconfigurations in Resilient Cyber-Physical Systems. IEEE Control. Syst. Lett. Andrew Eliseev, Hans Stenglein, Florian Steinke
2025	J	`jnl`	Physical Defense Planning Against Voltage Distortion Attacks in Active Distribution Grids. IEEE Access Kirill Kuroptev, Sina Hajikazemi, Florian Steinke
2025	C	`conf`	Robust Model Predictive Defense against Stealthy Actuator Attacks based on a Novel Convex Reformulation of a Min-Max Problem. ACC Kirill Kuroptev, Roozbeh Abolpour, Florian Steinke
2024	—	`conf`	Automated Generation of Urban Medium-voltage Grids using OpenStreetMap Data. ISGT EUROPE Tobias Gebhard, Andrea Tundis, Florian Steinke
2024	J	`jnl`	Efficient Training of Learning-Based Thermal Power Flow for 4th Generation District Heating Grids. CoRR Andreas Bott, Mario Beykirch, Florian Steinke
2024	—	`conf`	Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. ISGT EUROPE Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg
2024	J	`jnl`	Predictions and Decision Making for Resilient Intelligent Sustainable Energy Systems. CoRR Martin Braun, Christian Gruhl, Christian A. Hans, Philipp Härtel, Christoph Scholz, Bernhard Sick, Malte Siefert, Florian Steinke, Olaf Stursberg, Sebastian Wende-von Berg
2024	—	`conf`	Stochastic Optimal Control for Nonlinear Systems based on Sampling & Deep Learning. CDC Andreas Bott, Kirill Kuroptev, Florian Steinke
2023	J	`jnl`	Adaptive global coordination of local routing policies for communication networks. Comput. Commun. Allan Almeida Santos, Amr Rizk, Florian Steinke
2023	—	`conf`	Coordinated cyber attacks on smart grids considering software supply chains. ISGT EUROPE Kirill Kuroptev, Florian Steinke
2023	—	`conf`	DER Pricing Power in the Presence of Multi-Location Consumers with Load Migration Capabilities. ISGT EUROPE Sara Mollaeivaneghi, Julia Barbosa, Florian Steinke
2023	J	`jnl`	DER Pricing Power in the Presence of Multi-Location Consumers with Load Migration Capabilities. CoRR Sara Mollaeivaneghi, Julia Barbosa, Florian Steinke
2023	J	`jnl`	Deep Learning-enabled MCMC for Probabilistic State Estimation in District Heating Grids. CoRR Andreas Bott, Tim Janke, Florian Steinke
2022	J	`jnl`	Bidding and Scheduling in Energy Markets: Which Probabilistic Forecast Do We Need? CoRR Mario Beykirch, Tim Janke, Florian Steinke
2022	J	`jnl`	Generative machine learning methods for multivariate ensemble post-processing. CoRR Jieyu Chen, Tim Janke, Florian Steinke, Sebastian Lerch
2022	—	`conf`	Monitoring Electricity Demand Synchronization Using Copulas. ISGT-Europe Tobias Gebhard, Eva Brucherseifer, Florian Steinke
2022	—	`conf`	Optimized UAV Placement for Resilient Crisis Communication and Power Grid Restoration. ISGT-Europe Michael Heise, Martin Pietsch, Florian Steinke, Maximilian Bauer, Burak Yilmaz
2021	—	`conf`	A Natural Language Interface for an Energy System Model. ISGT-Europe Jonas Hulsmann, Lennart J. Sieben, Mohsen Mcsgar, Florian Steinke
2021	—	`conf`	Evaluation of Multiparametric Linear Programming for Economic Dispatch under Uncertainty. ISGT-Europe Johannes Sindt, Allan Almeida Santos, Marc E. Pfetsch, Florian Steinke
2021	A*	`conf`	Implicit Generative Copulas. NeurIPS Tim Janke, Mohamed Ghanmi, Florian Steinke
2021	J	`jnl`	Implicit Generative Copulas. CoRR Tim Janke, Mohamed Ghanmi, Florian Steinke
2021	—	`conf`	Measuring LTI System Resilience against Adversarial Disturbances based on Efficient Generalized Eigenvalue Computations. CDC Johannes Börner, Florian Steinke
2021	J	`jnl`	Measuring LTI System Resilience against Adversarial Disturbances based on Efficient Generalized Eigenvalue Computations. CoRR Johannes Börner, Florian Steinke
2021	—	`conf`	Model Reduction for Heat Grid State Estimation. ISGT-Europe Andreas Bott, Pascal Friedrich, Lea Rehlich, Florian Steinke
2021	—	`conf`	Operational Carbon Mitigation Potential of Flexible Multi-Energy Systems: A Case Study. ISGT-Europe Christopher Ripp, Julia Barbosa, Florian Steinke
2021	—	`conf`	Probabilistic Forecast Combination for Anomaly Detection in Building Heat Load Time Series. ISGT-Europe Mario Beykirch, Tim Janke, Imed Tayeche, Florian Steinke
2020	—	`conf`	Computing sparse affine-linear control policies for linear power flow in microgrids. ISGT-Europe Edwin Mora, Florian Steinke
2020	—	`conf`	Decentralized Data-Driven Tuning of Droop Frequency Controllers. ISGT-Europe Allan Almeida Santos, Edwin Mora, Jan Peters, Florian Steinke
2020	—	`conf`	Flexible Redundancy Generation for Virtual Network Embedding with an Application to Smart Grids. e-Energy Allan Almeida Santos, Amr Rizk, Florian Steinke
2020	J	`jnl`	On the minimal set of controllers and sensors for linear power flow. CoRR Edwin Mora, Florian Steinke
2019	—	`conf`	Comparison of Two Day-Ahead Offering Strategies for a Flexible CHP Plant in Germany. ISGT Europe Simon Ackermann, Andrei Szabo, Simon Paulus, Florian Steinke
2019	—	`conf`	Nonlinear consensus for improved resilience of distributed secondary frequency control. ISGT Europe Johannes Börner, Simon Scheurich, Florian Steinke
2018	—	`conf`	A Computationally Efficient Method for Risk Averse Scheduling of Hybrid Power Plants. ISGT Europe Simon Ackermann, Andrei Szabo, Florian Steinke
2018	—	`conf`	Distributed Secondary Frequency Control via Price Consensus. ISGT Europe Johannes Börner, Florian Steinke
2018	—	`conf`	Learning Dispatch Parameters of Thermal Power Plants from Observations. ISGT Europe Mario Beykirch, Tim Janke, Florian Steinke
2016	—	`conf`	Can distribution grids significantly contribute to transmission grids' voltage management? ISGT Europe Sabine Auer, Florian Steinke, Wang Chunsen, Andrei Szabo, Rudolf Sollacher
2015	J	`jnl`	Overview of recent control technologies for future power systems. Autom. Ulrich Münz, Michael Metzger, Andrei Szabo, Markus Reischböck, Florian Steinke, Philipp Wolfrum, Rudolf Sollacher, Dragan Obradovic, Michael Buhl, Thomas Lehmann, Mathias Duckheim, Stefan Langemeyer
2014	J	`jnl`	Flexibility of thermal power generation for RES supply in Germany until 2020. Elektrotech. Informationstechnik Günther Brauner, Stefan Bofinger, Wolfgang Glaunsinger, Ireneusz Pyc, Florian Steinke, Ulrich Schwing, Wendelin Magin
2011	—	`conf`	A Novel Metric for Information Retrieval in Semantic Networks. ESWC Workshops Joshua L. Moore, Florian Steinke, Volker Tresp
2011	J	`jnl`	Semantic Traffic-Aware Routing Using the LarKC Platform. IEEE Internet Comput. Emanuele Della Valle, Irene Celino, Daniele Dell'Aglio, Ralph Grothmann, Florian Steinke, Volker Tresp
2010	B	`conf`	A new approach to clustering using eigen decomposition. FUZZ-IEEE Thomas A. Runkler, Florian Steinke
2010	J	`jnl`	Nonparametric Regression between General Riemannian Manifolds. SIAM J. Imaging Sci. Florian Steinke, Matthias Hein, Bernhard Schölkopf
2009	—	`—`	From differential equations to differential geometry: aspects of regularisation in machine learning. Florian Steinke
2009	A*	`conf`	Learning similarity measure for multi-modal 3D image registration. CVPR Daewon Lee, Matthias Hofmann, Florian Steinke, Yasemin Altun, Nathan D. Cahill, Bernhard Schölkopf
2009	—	`conf`	Semi-supervised Regression using Hessian energy with an application to semi-supervised dimensionality reduction. NIPS Kwang In Kim, Florian Steinke, Matthias Hein
2008	J	`jnl`	Kernels, regularization and differential equations. Pattern Recognit. Florian Steinke, Bernhard Schölkopf
2008	J	`jnl`	Manifold-valued Thin-Plate Splines with Applications in Computer Graphics. Comput. Graph. Forum Florian Steinke, Matthias Hein, Jan Peters, Bernhard Schölkopf
2008	—	`conf`	Non-parametric Regression Between Manifolds. NIPS Florian Steinke, Matthias Hein
2007	A	`conf`	Bayesian Inference and Optimal Design in the Sparse Linear Model. AISTATS Matthias W. Seeger, Florian Steinke, Koji Tsuda
2007	J	`jnl`	Experimental design for efficient identification of gene regulatory networks using sparse Bayesian models. BMC Syst. Biol. Florian Steinke, Matthias W. Seeger, Koji Tsuda
2006	—	`conf`	Learning Dense 3D Correspondence. NIPS Florian Steinke, Bernhard Schölkopf, Volker Blanz
2005	—	`conf`	A similarity-based approach to perceptual feature validation. APGV Theresa Cooke, Florian Steinke, Christian Wallraven, Heinrich H. Bülthoff
2005	A*	`conf`	Object correspondence as a machine learning problem. ICML Bernhard Schölkopf, Florian Steinke, Volker Blanz
2005	J	`jnl`	Support Vector Machines for 3D Shape Processing. Comput. Graph. Forum Florian Steinke, Bernhard Schölkopf, Volker Blanz