Xgboost

entities · 3 notes linked

Related: Gradient Boosting · Google · Tabfm · Hugging Face · Foundation Models · In Context Learning · Tabular Machine Learning · Synthetic Data

Notes

• 6 Tricks I Learned From The OTTO Kaggle Challenge — Practical Kaggle competition tricks for ensembling and hyperparameter search
• A Short Chronology Of Deep Learning For Tabular Data — Chronological survey comparing deep learning versus gradient boosting on tabular data
• Introducing TabFM — a zero-shot foundation model for tabular data — Google foundation model does zero-shot tabular prediction