Stefan Kramer
Johannes Gutenberg-Universität Mainz
H-index: 45
Europe-Germany
Top articles of Stefan Kramer
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations | Proceedings of the AAAI Conference on Artificial Intelligence | Cedric Derstroff Mattia Cerrato Jannis Brugger Jan Peters Stefan Kramer | 2024/3/24 |
The use of an educational video on forensic autopsy in curricular teaching for medical students—is it worth the effort? A field report from lecturers and a survey among students | International journal of legal medicine | Clara-Sophie Schwarz Stefan Kramer Tanja Germerott Cleo Walz Katrin Elsner | 2024/3 |
Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown | arXiv preprint arXiv:2402.08511 | Cedric Derstroff Jannis Brugger Jannis Blüml Mira Mezini Stefan Kramer | 2024/2/13 |
Four-dimensional trapped ion mobility spectrometry lipidomics for high throughput clinical profiling of human blood samples | Nature Communications | Raissa Lerner Dhanwin Baker Claudia Schwitter Sarah Neuhaus Tony Hauptmann | 2023/2/20 |
Check for updates Privacy-Preserving Learning of Random Forests Without Revealing the Trees | Discovery Science: 26th International Conference, DS 2023, Porto, Portugal, October 9–11, 2023, Proceedings | Lukas-Malte Bammert Stefan Kramer Mattia Cerrato Ernst Althaus | 2023/10/7 |
A fair experimental comparison of neural network architectures for latent representations of multi-omics for drug response prediction | BMC bioinformatics | Tony Hauptmann Stefan Kramer | 2023/2/14 |
Identifying Aircraft Motions and Patterns from Magnetometry Data Using a Knowledge-Based Multi-Fusion Approach | Julian Vexler Stefan Kramer | 2023/6/27 | |
Invariant representations with stochastically quantized neural networks | Proceedings of the AAAI Conference on Artificial Intelligence | Mattia Cerrato Marius Köppel Roberto Esposito Stefan Kramer | 2023/6/26 |
Automated scientific discovery: from equation discovery to autonomous discovery systems | arXiv preprint arXiv:2305.02251 | Stefan Kramer Mattia Cerrato Sašo Džeroski Ross King | 2023/5/3 |
Discriminative machine learning for maximal representative subsampling | Scientific reports | Tony Hauptmann Sophie Fellenz Laksan Nathan Oliver Tüscher Stefan Kramer | 2023/11/27 |
Reinforcement learning for automated scientific discovery | AAAI Spring Symposium on Computational Approaches to Scientific Discovery | Mattia Cerrato Jannis Brugger Nicolas Schmitt Stefan Kramer | 2023/3/23 |
Privacy-Preserving Learning of Random Forests Without Revealing the Trees | Lukas-Malte Bammert Stefan Kramer Mattia Cerrato Ernst Althaus | 2023/10/8 | |
Fair interpretable representation learning with correction vectors | arXiv preprint arXiv:2202.03078 | Mattia Cerrato Alesia Vallenas Coronel Marius Köppel Alexander Segner Roberto Esposito | 2022/2/7 |
Fair group-shared representations with normalizing flows | arXiv preprint arXiv:2201.06336 | Mattia Cerrato Marius Köppel Alexander Segner Stefan Kramer | 2022/1/17 |
Neural RELAGGS | arXiv preprint arXiv:2211.02363 | Lukas Pensel Stefan Kramer | 2022/11/4 |
Learning to rank Higgs boson candidates | Scientific reports | Marius Köppel Alexander Segner Martin Wagener Lukas Pensel Andreas Karwath | 2022/7/30 |
Deep neural networks to recover unknown physical parameters from oscillating time series | Plos one | Antoine Garcon Julian Vexler Dmitry Budker Stefan Kramer | 2022/5/13 |
The dignity of the human corpse in forensic medicine | International journal of legal medicine | Clara-Sophie Schwarz Nikolai Münch Johannes Müller-Salo Stefan Kramer Cleo Walz | 2021/9 |
Rule extraction from binary neural networks with convolutional rules for model validation | Frontiers in artificial intelligence | Sophie Burkhardt Jannis Brugger Nicolas Wagner Zahra Ahmadi Kristian Kersting | 2021/7/21 |
Fast Private Parameter Learning and Inference for Sum-Product Networks | arXiv preprint arXiv:2104.07353 | Ernst Althaus Mohammad Sadeq Dousti Stefan Kramer Nick Johannes Peter Rassau | 2021/4/15 |
