Jan Poland

According to our database, Jan Poland authored at least 36 papers between 2001 and 2023.

Collaborative distances:

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

2023

Learning to Predict Security Constraints for Large-Scale Unit Commitment Problems.

Rafael Sterzinger, Jan Poland, Max B. Paulus, Didier Chételat

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

2021

Matheuristics for Speeding Up the Solution of the Unit Commitment Problem.

Iiro Harjunkoski, Marco Giuntoli, Jan Poland, Susanne Schmitt

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

2020

Ancillary Services Provision Utilizing a Network of Fast-Charging Stations for Electrical Buses.

Ioannis Lymperopoulos, Faran A. Qureshi, Altug Bitlislioglu, Jan Poland, Alessandro Zanarini, Mehmet Mercangöz, Colin N. Jones

IEEE Trans. Smart Grid, 2020

2019

Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy.

Robin Spiess, Felix Berkenkamp, Andreas Krause, Jan Poland

Proceedings of the 17th European Control Conference, 2019

2018

KloudNet: Deep Learning for Sky Image Analysis and Irradiance Forecasting.

Dinesh Pothineni, Martin R. Oswald, Jan Poland, Marc Pollefeys

Proceedings of the Pattern Recognition - 40th German Conference, 2018

2017

A Hybrid Approach for Stator Winding Design Optimization.

Alessandro Zanarini, Jan Poland

Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017

2016

Bayesian optimization for maximum power point tracking in photovoltaic power plants.

Hany Abdelrahman, Felix Berkenkamp, Jan Poland, Andreas Krause

Proceedings of the 15th European Control Conference, 2016

2014

Bayesian model update in a horizon estimation framework.

Jan Poland, Francesca Bordonali

Proceedings of the 13th European Control Conference, 2014

Stochastic optimal planning of solar thermal power.

Jan Poland, Konrad S. Stadler

Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2011

Efficient Planning of Substation Automation System Cables.

Thanikesavan Sivanthi, Jan Poland

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011

2008

Nonstochastic bandits: Countable decision set, unbounded costs and reactive environments.

Jan Poland

Theor. Comput. Sci., 2008

Controlling Model Trust with compactly Supported Smooth RBF.

Jan Poland, Kosmas Knödler

Control. Intell. Syst., 2008

2007

On the Consistency of Discrete Bayesian Learning.

Jan Poland

Proceedings of the STACS 2007, 2007

2006

Erratum to "Asymptotics of Discrete MDL for Online Prediction".

Jan Poland

IEEE Trans. Inf. Theory, 2006

MDL convergence speed for Bernoulli sequences.

Jan Poland, Marcus Hutter

Stat. Comput., 2006

Online Learning with Universal Model and Predictor Classes.

Jan Poland

Proceedings of the 2006 IEEE Information Theory Workshop, 2006

Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts.

Jan Poland, Thomas Zeugmann

Proceedings of the Discovery Science, 9th International Conference, 2006

Recent Results in Universal and Non-Universal Induction.

Jan Poland

Proceedings of the Kolmogorov Complexity and Applications, 29.01. - 03.02.2006, 2006

The Missing Consistency Theorem for Bayesian Learning: Stochastic Model Selection.

Jan Poland

Proceedings of the Algorithmic Learning Theory, 17th International Conference, 2006

2005

Asymptotics of discrete MDL for online prediction.

Jan Poland, Marcus Hutter

IEEE Trans. Inf. Theory, 2005

Adaptive Online Prediction by Following the Perturbed Leader.

Marcus Hutter, Jan Poland

J. Mach. Learn. Res., 2005

Strong Asymptotic Assertions for Discrete MDL in Regression and Classification

Jan Poland, Marcus Hutter

CoRR, 2005

Universal Learning of Repeated Matrix Games

Jan Poland, Marcus Hutter

CoRR, 2005

Master Algorithms for Active Experts Problems based on Increasing Loss Values

Jan Poland, Marcus Hutter

CoRR, 2005

FPL Analysis for Adaptive Bandits.

Jan Poland

Proceedings of the Stochastic Algorithms: Foundations and Applications, 2005

Defensive Universal Learning with Experts.

Jan Poland, Marcus Hutter

Proceedings of the Algorithmic Learning Theory, 16th International Conference, 2005

2004

A coding theorem for Enumerable Output Machines.

Jan Poland

Inf. Process. Lett., 2004

Explicit Local Models: Towards "Optimal" Optimization Algorithms.

Jan Poland

Proceedings of the Machine Learning: ECML 2004, 2004

Convergence of Discrete MDL for Sequential Prediction.

Jan Poland, Marcus Hutter

Proceedings of the Learning Theory, 17th Annual Conference on Learning Theory, 2004

On the Convergence Speed of MDL Predictions for Bernoulli Sequences.

Jan Poland, Marcus Hutter

Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004

Prediction with Expert Advice by Following the Perturbed Leader for General Weights.

Marcus Hutter, Jan Poland

Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004

2003

Finding smooth maps is NP-complete.

Jan Poland

Inf. Process. Lett., 2003

2002

Memetic Algorithms For Combinatorial Optimization Problems In The Calibration Of Modern Combustion Engines.

Kosmas Knödler, Jan Poland, Andreas Zell, Alexander Mitterer

Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002

Different criteria for active learning in neural networks: a comparative study.

Jan Poland, Andreas Zell

Proceedings of the 10th Eurorean Symposium on Artificial Neural Networks, 2002

2001

Evolutionary Search for Smooth Maps in Motor Control Unit Calibration.

Jan Poland, Kosmas Knödler, Alexander Mitterer, Thomas Fleischhauer, Frank Zuber-Goos, Andreas Zell

Proceedings of the Stochastic Algorithms: Foundations and Applications, 2001

On the Efficient Construction of Rectangular Grids from Given Data Points.

Jan Poland, Kosmas Knödler, Andreas Zell

Proceedings of the Applications of Evolutionary Computing, 2001