Preserving Individuality while Following the Crowd: Understanding the Role of User Taste and Crowd Wisdom in Online Product Rating Prediction
Numerous algorithms have been developed for online product rating prediction, but the
specific influence of user and product information in determining the final prediction score …
specific influence of user and product information in determining the final prediction score …
Complementary Learning for Real-World Model Failure Detection
D Bogdoll, F Sartoris, V Geppert, S Pavlitska… - arXiv preprint arXiv …, 2024 - arxiv.org
In real-world autonomous driving, deep learning models can experience performance
degradation due to distributional shifts between the training data and the driving conditions …
degradation due to distributional shifts between the training data and the driving conditions …
Dynamic Interpretability for Model Comparison via Decision Rules
Explainable AI (XAI) methods have mostly been built to investigate and shed light on single
machine learning models and are not designed to capture and explain differences between …
machine learning models and are not designed to capture and explain differences between …