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Yi-Xiao He

1 accepted papers

2022

Depth is More Powerful than Width with Prediction Concatenation in Deep Forest

NeurIPS 2022accept

Random Forest (RF) is an ensemble learning algorithm proposed by \citet{breiman2001random} that constructs a large number of randomized decision trees individually and aggregates their predictions by naive averaging. \citet{zhou2019deep} further propose Deep Forest (DF) algorithm with multi-layer fe…

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