Overview of H2O GBM implementation
Michal Kurka || Director of Engineering at H2O
Abstract+bio || Slides || Video recording
CatBoost: Distributed Training, Uncertainty Estimation and Other News
Stanislav Kirillov || Head of CatBoost Development at Yandex
Abstract+bio || Slides || Video recording
Recent Developments in LightGBM
James Lamb || LightGBM Core Developer
Abstract+bio || Slides || Video recording
The State of XGBoost: history and community overview
Hyunsu Cho || Senior Systems Software Engineer, NVIDIA || XGBoost Lead Maintainer
Abstract+bio || Slides || Video recording
And the Winner Is...: Insights from a Gradient Boosting (GBM) Benchmark
Szilard Pafka, PhD || Chief Scientist, Epoch || GBM Benchmark Author