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cs.LG2025
Human Guided Learning of Transparent Regression Models
Lukas Pensel, Stefan Kramer
We present a human-in-the-loop (HIL) approach to permutation regression, the novel task of predicting a continuous value for a given ordering of items. The model is a gradient boos…
cs.LG2022★ 1 cited
Neural RELAGGS
Lukas Pensel, Stefan Kramer
Multi-relational databases are the basis of most consolidated data collections in science and industry today. Most learning and mining algorithms, however, require data to be repre…