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「LightGBM」の検索結果

3 件

すべて arxiv github huggingface 実装あり

arxivPaper only2026-09-03

Local Updates, Global Learning (LUGL): Playing Games with non-incremental Learners

The dominance of Neural Networks (NNs) in RL is partially due to their incremental learning capability, which

表形式向きCPUで試しやすい強化学習モデルフリー (DQN / SAC)表形式教師あり

用途: 技術検証・論文読解補助
難易度: Hard
コスト: High

arxivPaper only2026-09-02

EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction

Evaluating LLM agents is essential for guiding their development, yet it has grown prohibitively expensive: a

表形式向きCPUで試しやすい深層学習軽量化・量子化分類テキスト

用途: 分類
難易度: Hard
コスト: High

arxivPaper only2026-08-25

qshap: Fast Shapley Decomposition of $R^2$ for Gradient-Boosted Trees

Numerous methods have been developed to quantify feature attributions in individual predictions for tree ensem

表形式向き説明可能CPUで試しやすい深層学習軽量化・量子化

用途: 技術検証・論文読解補助
難易度: Hard
コスト: Medium