Vanessa Toborek

15 papers B 1Journal 9Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Four Quadrants of Difficulty: A Simple Categorisation and its Limits. CoRR Vanessa Toborek, Sebastian Müller, Christian Bauckhage
2026	J	`jnl`	Improving Compactness and Reducing Ambiguity of CFIRE Rule-Based Explanations. CoRR Sebastian Müller, Tobias Schneider, Ruben Kemna, Vanessa Toborek
2026	J	`jnl`	Scientific Theory of a Black-Box: A Life Cycle-Scale XAI Framework Based on Constructive Empiricism. CoRR Sebastian Müller, Vanessa Toborek, Eike Stadtländer, Tamás Horváth, Brendan Balcerak Jackson, Christian Bauckhage
2025	—	`conf`	Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning. ICNLSP Vanessa Toborek, Sebastian Müller, Tim Selbach, Tamás Horváth, Christian Bauckhage
2025	J	`jnl`	Beyond Shallow Heuristics: Leveraging Human Intuition for Curriculum Learning. CoRR Vanessa Toborek, Sebastian Müller, Tim Selbach, Tamás Horváth, Christian Bauckhage
2025	—	`conf`	CFIRE: A General Method for Combining Local Explanations. xAI (2) Sebastian Müller, Vanessa Toborek, Tamás Horváth, Christian Bauckhage
2025	J	`jnl`	CFIRE: A General Method for Combining Local Explanations. CoRR Sebastian Müller, Vanessa Toborek, Tamás Horváth, Christian Bauckhage
2025	B	`conf`	Exploring Curriculum Learning for Languages: Lessons from Regular Language Tasks. DS Vanessa Toborek, Florian Seiffarth, Sebastian Müller, Tamás Horváth, Christian Bauckhage
2023	—	`conf`	A New Aligned Simple German Corpus. ACL (1) Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
2023	—	`conf`	An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. ECML/PKDD (3) Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
2023	J	`jnl`	An Empirical Evaluation of the Rashomon Effect in Explainable Machine Learning. CoRR Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
2023	J	`jnl`	Cup Curriculum: Curriculum Learning on Model Capacity. CoRR Luca Scharr, Vanessa Toborek
2023	—	`conf`	Harnessing Prior Knowledge for Explainable Machine Learning: An Overview. SaTML Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden
2022	J	`jnl`	A New Aligned Simple German Corpus. CoRR Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
2021	J	`jnl`	Explainable Machine Learning with Prior Knowledge: An Overview. CoRR Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rüden