| 2024 | ESANN | Automatic Miscalibration Diagnosis: Interpreting Probability Integral Transform (PIT) Histograms. | Ondrej Podsztavek, Alexander I. Jordan, Pavel Tvrdk, Kai Lars Polsterer |
| 2017 | ESANN | Uncertain photometric redshifts via combining deep convolutional and mixture density networks. | Antonio D'Isanto, Kai Lars Polsterer |
| 2016 | ESANN | Parallelized rotation and flipping INvariant Kohonen maps (PINK) on GPUs. | Kai Lars Polsterer, Fabian Gieseke, Christian Igel, Bernd Doser, Nikolaos Gianniotis |
| 2014 | ESANN | Speedy greedy feature selection: Better redshift estimation via massive parallelism. | Fabian Gieseke, Kai Lars Polsterer, Cosmin Eugen Oancea, Christian Igel |
| 2013 | KI | On GPU-Based Nearest Neighbor Queries for Large-Scale Photometric Catalogs in Astronomy. | Justin Heinermann, Oliver Kramer, Kai Lars Polsterer, Fabian Gieseke |
| 2010 | ICMLA | Detecting Quasars in Large-Scale Astronomical Surveys. | Fabian Gieseke, Kai Lars Polsterer, Andreas Thom, Peter Zinn, Dominik Bomanns, Ralf-Jurgen Dettmar, Oliver Kramer, Jan Vahrenhold |