GPU-acceleration for Large-scale Tree Boosting — mentioned by sanxiyn

Fri, 29 Dec 2017 14:52:16 GMT

Note: LightGBM paper https://arxiv.org/abs/1706.08359 cites XGBoost paper (reference 16).

Paper and discussion history. A mention is not an endorsement.

GPU-acceleration for Large-scale Tree Boosting — mentioned by hoaphumanoid

Wed, 26 Jul 2017 05:31:57 GMT

The LightGBM implementation on GPU is based on this paper: https://arxiv.org/abs/1706.08359 they use several smart techniques to make the computation faster. One is how they create histograms of features that are computed in parallel in the GPU

Paper and discussion history. A mention is not an endorsement.

GPU-acceleration for Large-scale Tree Boosting · HackerPapers discussions

GPU-acceleration for Large-scale Tree Boosting — mentioned by sanxiyn

GPU-acceleration for Large-scale Tree Boosting — mentioned by hoaphumanoid