Jan Poland

Publication Activity (10 Years)

Years Active: 2001-2023
Publications (10 Years): 8

Top Topics

Optimal Planning

Admissible Heuristics

Bayesian Models

Unit Commitment

Top Venues

Publications

Rafael Sterzinger, Jan Poland, Max B. Paulus, Didier Chételat
Learning to Predict Security Constraints for Large-Scale Unit Commitment Problems. ISGT EUROPE (2023)
Iiro Harjunkoski, Marco Giuntoli, Jan Poland, Susanne Schmitt
Matheuristics for Speeding Up the Solution of the Unit Commitment Problem. ISGT-Europe (2021)
Ioannis Lymperopoulos, Faran A. Qureshi, Altug Bitlislioglu, Jan Poland, Alessandro Zanarini, Mehmet Mercangöz, Colin N. Jones
Ancillary Services Provision Utilizing a Network of Fast-Charging Stations for Electrical Buses. IEEE Trans. Smart Grid 11 (1) (2020)
Robin Spiess, Felix Berkenkamp, Andreas Krause, Jan Poland
Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy. ECC (2019)
Dinesh Pothineni, Martin R. Oswald, Jan Poland, Marc Pollefeys
KloudNet: Deep Learning for Sky Image Analysis and Irradiance Forecasting. GCPR (2018)
Robin Spiess, Felix Berkenkamp, Jan Poland, Andreas Krause
Learning to Compensate Photovoltaic Power Fluctuations from Images of the Sky by Imitating an Optimal Policy. CoRR (2018)
Alessandro Zanarini, Jan Poland
A Hybrid Approach for Stator Winding Design Optimization. CPAIOR (2017)
Hany Abdelrahman, Felix Berkenkamp, Jan Poland, Andreas Krause
Bayesian optimization for maximum power point tracking in photovoltaic power plants. ECC (2016)
Jan Poland, Konrad S. Stadler
Stochastic optimal planning of solar thermal power. CCA (2014)
Jan Poland, Francesca Bordonali
Bayesian model update in a horizon estimation framework. ECC (2014)
Thanikesavan Sivanthi, Jan Poland
Efficient Planning of Substation Automation System Cables. CPAIOR (2011)
Jan Poland, Kosmas Knödler
Controlling Model Trust with compactly Supported Smooth RBF. Control. Intell. Syst. 36 (1) (2008)
Jan Poland
Nonstochastic bandits: Countable decision set, unbounded costs and reactive environments. Theor. Comput. Sci. 397 (1-3) (2008)
Jan Poland
Consistency of discrete Bayesian learning. Theor. Comput. Sci. 405 (3) (2008)
Jan Poland
On the Consistency of Discrete Bayesian Learning. STACS (2007)
Jan Poland
Erratum to "Asymptotics of Discrete MDL for Online Prediction". IEEE Trans. Inf. Theory 52 (3) (2006)
Jan Poland
Recent Results in Universal and Non-Universal Induction. Kolmogorov Complexity and Applications (2006)
Jan Poland
The Missing Consistency Theorem for Bayesian Learning: Stochastic Model Selection. ALT (2006)
Jan Poland, Marcus Hutter
MDL Convergence Speed for Bernoulli Sequences CoRR (2006)
Jan Poland, Marcus Hutter
MDL convergence speed for Bernoulli sequences. Stat. Comput. 16 (2) (2006)
Jan Poland
Online Learning with Universal Model and Predictor Classes. ITW (2006)
Jan Poland, Thomas Zeugmann
Clustering Pairwise Distances with Missing Data: Maximum Cuts Versus Normalized Cuts. Discovery Science (2006)
Jan Poland, Marcus Hutter
Strong Asymptotic Assertions for Discrete MDL in Regression and Classification CoRR (2005)
Jan Poland, Marcus Hutter
Defensive Universal Learning with Experts CoRR (2005)
Jan Poland, Marcus Hutter
Asymptotics of discrete MDL for online prediction. IEEE Trans. Inf. Theory 51 (11) (2005)
Jan Poland
FPL Analysis for Adaptive Bandits. SAGA (2005)
Jan Poland, Marcus Hutter
Master Algorithms for Active Experts Problems based on Increasing Loss Values CoRR (2005)
Jan Poland
FPL Analysis for Adaptive Bandits CoRR (2005)
Marcus Hutter, Jan Poland
Adaptive Online Prediction by Following the Perturbed Leader. J. Mach. Learn. Res. 6 (2005)
Jan Poland, Marcus Hutter
Asymptotics of Discrete MDL for Online Prediction CoRR (2005)
Marcus Hutter, Jan Poland
Adaptive Online Prediction by Following the Perturbed Leader CoRR (2005)
Jan Poland, Marcus Hutter
Defensive Universal Learning with Experts. ALT (2005)
Jan Poland, Marcus Hutter
Universal Learning of Repeated Matrix Games CoRR (2005)
Jan Poland
Explicit Local Models: Towards "Optimal" Optimization Algorithms. ECML (2004)
Jan Poland
A coding theorem for Enumerable Output Machines. Inf. Process. Lett. 91 (4) (2004)
Jan Poland, Marcus Hutter
Convergence of Discrete MDL for Sequential Prediction. COLT (2004)
Jan Poland, Marcus Hutter
Convergence of Discrete MDL for Sequential Prediction CoRR (2004)
Marcus Hutter, Jan Poland
Prediction with Expert Advice by Following the Perturbed Leader for General Weights CoRR (2004)
Jan Poland, Marcus Hutter
On the Convergence Speed of MDL Predictions for Bernoulli Sequences. ALT (2004)
Marcus Hutter, Jan Poland
Prediction with Expert Advice by Following the Perturbed Leader for General Weights. ALT (2004)
Jan Poland, Marcus Hutter
On the Convergence Speed of MDL Predictions for Bernoulli Sequences CoRR (2004)
Jan Poland
Finding smooth maps is NP-complete. Inf. Process. Lett. 85 (5) (2003)
Kosmas Knödler, Jan Poland, Andreas Zell, Alexander Mitterer
Memetic Algorithms For Combinatorial Optimization Problems In The Calibration Of Modern Combustion Engines. GECCO (2002)
Jan Poland, Andreas Zell
Different criteria for active learning in neural networks: a comparative study. ESANN (2002)
Jan Poland, Kosmas Knödler, Andreas Zell
On the Efficient Construction of Rectangular Grids from Given Data Points. EvoWorkshops (2001)
Jan Poland, Kosmas Knödler, Alexander Mitterer, Thomas Fleischhauer, Frank Zuber-Goos, Andreas Zell
Evolutionary Search for Smooth Maps in Motor Control Unit Calibration. SAGA (2001)