Cedric Kulbach

According to our database, Cedric Kulbach authored at least 11 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

TSInterpret: A Python Package for the Interpretability of Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

J. Open Source Softw., July, 2023

Adaptive Automated Machine Learning.

Cedric Kulbach

PhD thesis, 2023

2022

TSInterpret: A unified framework for time series interpretability.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

CoRR, 2022

Detecting Anomalies with Autoencoders on Data Streams.

Lucas Cazzonelli, Cedric Kulbach

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Evolution-Based Online Automated Machine Learning.

Cedric Kulbach, Jacob Montiel, Maroua Bahri, Marco Heyden, Albert Bifet

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2022

Evolutionary Counterfactual Visual Explanation.

Jacqueline Höllig, Steffen Thoma, Cedric Kulbach

Proceedings of the Joint Proceedings of Workshops, 2022

TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification.

Jacqueline Höllig, Cedric Kulbach, Steffen Thoma

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Towards Solving Fuzzy Tasks with Human Feedback: A Retrospective of the MineRL BASALT 2022 Competition.

Stephanie Milani, Anssi Kanervisto, Karolis Ramanauskas, Sander Schulhoff, Brandon Houghton, Sharada P. Mohanty, Byron Galbraith, Ke Chen, Yan Song, Tianze Zhou, Bingquan Yu, He Liu, Kai Guan, Yujing Hu, Tangjie Lv, Federico Malato, Florian Leopold, Amogh Raut, Ville Hautamäki, Andrew Melnik, Shu Ishida, João F. Henriques, Robert Klassert, Walter Laurito, Lucas Cazzonelli, Cedric Kulbach, Nicholas Popovic, Marvin Schweizer, Ellen R. Novoseller, Vinicius G. Goecks, Nicholas R. Waytowich, David Watkins, Josh Miller, Rohin Shah

Proceedings of the NeurIPS 2022 Competition Track, 2021

Personalized Neural Architecture Search.

Cedric Kulbach, Steffen Thoma

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Personalized Automated Machine Learning.

Cedric Kulbach, Patrick Philipp, Steffen Thoma

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Improving NLU Training over Linked Data with Placeholder Concepts.

Tobias Schmitt, Cedric Kulbach, York Sure-Vetter

Proceedings of the Semantic Systems. The Power of AI and Knowledge Graphs, 2019