Attention and self-attention in random forests

Utkin, LV; Konstantinov, AV; Kirpichenko, SR

Utkin, LV (通讯作者),Peter Great St Petersburg Polytech Univ, Higher Sch Artificial Intelligence, Polytech Skaya Str 29, St Petersburg 195251, Russia.

PROGRESS IN ARTIFICIAL INTELLIGENCE, 2023; 12 (3): 257

Abstract

New models of random forests jointly using the attention and self-attention mechanisms are proposed for solving the regression problem. The models can......

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