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This paper presents a gradient boosting machine inspired by the LS Boost model introduced in [Friedman, 2001]. Instead of using linear least squares models as base learners, the proposed algorithm is model-agnostic and employs randomized neural networks. The combination of gradient boosting and randomized neural network base learners provides a pow...
