1 code implementation • 7 Nov 2023 • Luca Scharr, Vanessa Toborek
Curriculum learning (CL) aims to increase the performance of a learner on a given task by applying a specialized learning strategy.
no code implementations • 27 Jun 2023 • Sebastian Müller, Vanessa Toborek, Katharina Beckh, Matthias Jakobs, Christian Bauckhage, Pascal Welke
The Rashomon Effect describes the following phenomenon: for a given dataset there may exist many models with equally good performance but with different solution strategies.
1 code implementation • 2 Sep 2022 • Vanessa Toborek, Moritz Busch, Malte Boßert, Christian Bauckhage, Pascal Welke
"Leichte Sprache", the German counterpart to Simple English, is a regulated language aiming to facilitate complex written language that would otherwise stay inaccessible to different groups of people.
no code implementations • 21 May 2021 • Katharina Beckh, Sebastian Müller, Matthias Jakobs, Vanessa Toborek, Hanxiao Tan, Raphael Fischer, Pascal Welke, Sebastian Houben, Laura von Rueden
This survey presents an overview of integrating prior knowledge into machine learning systems in order to improve explainability.