benedekrozemberczki/awesome-gradient-boosting-papers resource

Health v2 · maintenance only

Adoption not part of the score

1049 stars · 167 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list of gradient and adaptive boosting research papers, each linked to paper sources and code implementations. It covers publications from major ML, CV, NLP, data mining, and AI conferences.

Use cases

• find gradient boosting research papers with code
• learn about xgboost lightgbm catboost research
• keep up with new boosting papers from NeurIPS KDD
• find implementations of gradient boosted tree algorithms
• research adaboost and boosting ensemble methods
• find papers on pruning boosted tree ensembles

When to choose

• you want a curated, organized-by-conference reading list of boosting papers with linked implementations
• you are researching gradient boosting or tree ensembles and need references

When to avoid

• you need a runnable gradient boosting library rather than a paper list
• you want tutorials or courses instead of academic papers

Facets

learning-resource · maturity active

machine-learning machine-learning awesome-lists tutorials python gradient-boosting xgboost lightgbm catboost adaboost research-papers curated-list ensemble-learning

Member repositories

For agents

markdown · JSON · MCP: product_card(name="benedekrozemberczki/awesome-gradient-boosting-papers")