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cs.LG2023★ 1 cited
Shaping Up SHAP: Enhancing Stability through Layer-Wise Neighbor Selection
Gwladys Kelodjou, Laurence Rozé, Véronique Masson +4
Machine learning techniques, such as deep learning and ensemble methods, are widely used in various domains due to their ability to handle complex real-world tasks. However, their…
cs.LG2021
Discovering Useful Compact Sets of Sequential Rules in a Long Sequence
Erwan Bourrand, Luis Galárraga, Esther Galbrun +2
We are interested in understanding the underlying generation process for long sequences of symbolic events. To do so, we propose COSSU, an algorithm to mine small and meaningful se…