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ORCIDRaphael Fischer 0001
Person information
- affiliation: TU Dortmund University, Germany
Other persons with the same name
- Raphael Fischer
- Raphael Fischer 0002
![[0000-0002-7172-5207]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-7172-5207")
— ETH Zurich, Switzerland
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2020 – today
- 2025
[c10]Alexander Van Der Staay, Raphael Fischer, Magdalena Wischnewski, Katharina Poitz, Christian Janiesch:
Reflective Design Theorizing with User Interviews: A Case Study for AI Energy Labels. DESRIST (2) 2025: 66-80- [i8]Raphael Fischer, Magdalena Wischnewski, Alexander Van Der Staay, Katharina Poitz, Christian Janiesch, Thomas Liebig:
Bridging the Communication Gap: Evaluating AI Labeling Practices for Trustworthy AI Development. CoRR abs/2501.11909 (2025) - [i7]Kirsten Köbschall, Sebastian Buschjäger, Raphael Fischer, Lisa Hartung, Stefan Kramer:
Lift What You Can: Green Online Learning with Heterogeneous Ensembles. CoRR abs/2509.18962 (2025) - [i6]Raphael Fischer:
Ground-Truthing AI Energy Consumption: Validating CodeCarbon Against External Measurements. CoRR abs/2509.22092 (2025) - 2024
- [j2]Raphael Fischer, Thomas Liebig, Katharina Morik:
Towards more sustainable and trustworthy reporting in machine learning. Data Min. Knowl. Discov. 38(4): 1909-1928 (2024) - [c9]Alexander Van Der Staay, Raphael Fischer, Sebastian Buschjäger:
Stress-Testing USB Accelerators for Efficient Edge Inference. SEC 2024: 1-14 - [c8]Raphael Fischer, Amal Saadallah:
AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting. KDD 2024: 806-815 - [c7]Raphael Fischer, Marcel Wever, Sebastian Buschjäger, Thomas Liebig:
MetaQuRe: Meta-learning from Model Quality and Resource Consumption. ECML/PKDD (7) 2024: 209-226 - 2023
- [c6]Raphael Fischer, Andreas Pauly, Rahel Wilking, Anoop Kini, David Graurock:
Prioritization of Identified Data Science Use Cases in Industrial Manufacturing via C-EDIF Scoring. DSAA 2023: 1-4 - [c5]Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden:
Harnessing Prior Knowledge for Explainable Machine Learning: An Overview. SaTML 2023: 450-463 - [i5]Raphael Fischer, Matthias Jakobs, Katharina Morik:
Energy Efficiency Considerations for Popular AI Benchmarks. CoRR abs/2304.08359 (2023) - [i4]Raphael Fischer, Amal Saadallah:
AutoXPCR: Automated Multi-Objective Model Selection for Time Series Forecasting. CoRR abs/2312.13038 (2023) - 2022
- [j1]Katharina Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke, Matthias Jakobs, Nico Piatkowski, Andreas Pauly, Lukas Heppe, Danny Heinrich:
Yes we care!-Certification for machine learning methods through the care label framework. Frontiers Artif. Intell. 5 (2022) - [c4]Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik:
A Unified Framework for Assessing Energy Efficiency of Machine Learning. PKDD/ECML Workshops (1) 2022: 39-54 - 2021
- [i3]Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden:
Explainable Machine Learning with Prior Knowledge: An Overview. CoRR abs/2105.10172 (2021) - [i2]Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Sascha Mücke, Andreas Pauly, Matthias Jakobs, Nico Piatkowski:
Yes We Care! - Certification for Machine Learning Methods through the Care Label Framework. CoRR abs/2105.10197 (2021) - [i1]Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Andreas Pauly, Nico Piatkowski:
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning. CoRR abs/2106.00512 (2021) - 2020
- [c3]Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik:
No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. DSAA 2020: 546-555 - [c2]Raphael Fischer, Matthias Jakobs, Sascha Mücke, Katharina Morik:
Solving Abstract Reasoning Tasks with Grammatical Evolution. LWDA 2020: 6-10
2010 – 2019
- 2019
- [c1]Raphael Fischer, Nico Piatkowski, Katharina Morik:
Parameter Sharing for Spatio-Temporal Process Models. LWDA 2019: 89-93
Coauthor Index
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