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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Nikolaos Kyparissas

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#edge computing Sep 2026

Accelerating the Training of Tree-Based Machine Learning Algorithms for Edge Systems

Tree-based algorithms, such as XGBOOST – an open source implementation of Gradient Boosted Decision Trees (GBDT) – are ubiquitous for many Machine Learning (ML) tasks, especially when dealing with tabular/structured data and requir- ing explainability. As dataset size continues to grow, training ensembles of trees (ran...

Ali Emre Oztas, Mahir Demir, Can Erim Karsal et al. · 0 citations

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