Improving NLU Training over Linked Data with Placeholder Concepts. - Tobias Schmitt; Cedric Kulbach; York Sure-Vetter (SEMANTiCS, 2019)

Personalized Automated Machine Learning. - Cedric Kulbach; Patrick Philipp; Steffen Thoma (ECAI, 2020)

Personalized Neural Architecture Search. - Cedric Kulbach; Steffen Thoma (ICDM (Workshops), 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; et al. (NeurIPS (Competition and Demos), 2021)

TSEvo: Evolutionary Counterfactual Explanations for Time Series Classification. - Jacqueline Höllig; Cedric Kulbach; Steffen Thoma (ICMLA, 2022)

Evolutionary Counterfactual Visual Explanation. - Jacqueline Höllig; Steffen Thoma; Cedric Kulbach (KI (Workshops), 2022)

Evolution-Based Online Automated Machine Learning. - Cedric Kulbach; Jacob Montiel; Maroua Bahri; Marco Heyden; Albert Bifet (PAKDD (1), 2022)

Detecting Anomalies with Autoencoders on Data Streams. - Lucas Cazzonelli; Cedric Kulbach (ECML/PKDD (1), 2022)

TSInterpret: A unified framework for time series interpretability. - Jacqueline Höllig; Cedric Kulbach; Steffen Thoma (CoRR, 2022)

A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep Learning. - Cedric Kulbach; Lucas Cazzonelli; Hoang-Anh Ngo; Minh-Huong Le Nguyen; Albert Bifet (PKDD/ECML Workshops (1), 2023)

Adaptive Automated Machine Learning. - Cedric Kulbach (2023)

TSInterpret: A Python Package for the Interpretability of Time Series Classification. - Jacqueline Höllig; Cedric Kulbach; Steffen Thoma (J. Open Source Softw., 2023)

Optimizing the Learning Rate for the Online Training of Neural Networks. - Lucas Cazzonelli; Cedric Kulbach; Steffen Thoma (CoLLAs, 2024)

DeepRiver: A Deep Learning Library for Data Streams. - Cedric Kulbach; Lucas Cazzonelli; Hoang-Anh Ngo; Max Halford; Saulo Martiello Mastelini (J. Open Source Softw., 2025)