Vanessa Toborek

15 papers B 1Journal 9Unranked 5
YearRankTypeTitle / 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