LightGBM: A Highly Efficient Gradient Boosting Decision Tree

2017 · HAL (Le Centre pour la Communication Scientifique Directe) · 9,490 citations · 2 from inside this corpus

Guolin Ke, Qi Meng, Thomas Finley low, Taifeng Wang, Wei Chen, Weidong Ma, Qiwei Ye low, Tie‐Yan Liu

The source holds an abstract for this work, but its best open-access copy is under cc-by-nc, which does not permit us to republish the text. Read it at the source below.

3 of 3 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
Greedy function approximation: A gradient boosting machine.	2001	30,137

What cites it, inside the corpus

Paper	Year	Cited
CatBoost for big data: an interdisciplinary review	2020	1,776
TabNet: Attentive Interpretable Tabular Learning	2021	1,700

Links

Open access copy · OpenAlex record

Topics

Machine Learning and Data Classification	Computer Science
Advanced Neural Network Applications	Computer Science
Imbalanced Data Classification Techniques	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports8 author record(s) attached.
supports24 reference(s) recorded.
neutralThe DOI carries no year to check against.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:40+00:00.

sha256 7e3d99a592f7f61f…