| 2022 | MICCAI | Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis. | Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner |
| 2022 | PPSN | Recombination Weight Based Selection in the DTS-CMA-ES. | Oswin Krause |
| 2020 | ICPR | Bayesian Active Learning for Maximal Information Gain on Model Parameters. | Kasra Arnavaz, Aasa Feragen, Oswin Krause, Marco Loog |
| 2020 | IJCAI | Algorithms for Estimating the Partition Function of Restricted Boltzmann Machines (Extended Abstract). | Oswin Krause, Asja Fischer, Christian Igel |
| 2020 | PPSN | The Hessian Estimation Evolution Strategy. | Tobias Glasmachers, Oswin Krause |
| 2019 | GECCO | Large-scale noise-resilient evolution-strategies. | Oswin Krause |
| 2018 | PPSN | Sparse Incomplete LU-Decomposition for Wave Farm Designs Under Realistic Conditions. | Ddac Rodrguez Arbons, Nataliia Y. Sergiienko, Boyin Ding, Oswin Krause, Christian Igel, Markus Wagner |
| 2017 | FOGA | Qualitative and Quantitative Assessment of Step Size Adaptation Rules. | Oswin Krause, Tobias Glasmachers, Christian Igel |
| 2016 | GECCO | Unbounded Population MO-CMA-ES for the Bi-Objective BBOB Test Suite. | Oswin Krause, Tobias Glasmachers, Nikolaus Hansen, Christian Igel |
| 2015 | FOGA | A More Efficient Rank-one Covariance Matrix Update for Evolution Strategies. | Oswin Krause, Christian Igel |
| 2015 | GECCO | A CMA-ES with Multiplicative Covariance Matrix Updates. | Oswin Krause, Tobias Glasmachers |
| 2013 | ICML | Approximation properties of DBNs with binary hidden units and real-valued visible units. | Oswin Krause, Asja Fischer, Tobias Glasmachers, Christian Igel |