Egor Dmitriev

Recent Posts

Building Boosters: A Gradient Boosting Library from Scratch
Feb 03, 2026
Regularization and Hyperparameter Tuning
Feb 01, 2026
Trees and the Split Gain Formula
Jan 27, 2026
XGBoost vs LightGBM: A Practical Comparison
Jan 22, 2026

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Tag: algorithms

7 items with this tag.

Jan 27, 2026
Trees and the Split Gain Formula
Jan 18, 2026
Exclusive Feature Bundling and Categorical Features
Jan 16, 2026
Gradient-Based Sampling (GOSS)
Jan 14, 2026
Depth-Wise vs Leaf-Wise Tree Growth
Jan 12, 2026
Histogram-Based Split Finding
Jan 08, 2026
Functional Gradient Descent
Jan 06, 2026
What is Gradient Boosting?

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