{"url":"/method/grande","slug":"grande","name":"GRANDE","full_name":"Gradient-Based Decision Tree Ensembles","full_name_withheld":false,"description_markdown":null,"description_state":"absent","introduced_year":null,"introduced_by":{"title":"GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data","paper":"/paper/grande-gradient-based-decision-tree-ensembles","first_author":"Sascha Marton","n_authors":4,"url_abs":null,"archive_paper_url":"https://paperswithcode.com/paper/grande-gradient-based-decision-tree-ensembles"},"source":{"url":"https://arxiv.org/abs/2309.17130v3","title":"GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data","url_on_a_paper_host":true},"code_snippet_url":null,"code_snippet_url_on_a_code_host":false,"categories":[{"area":"General","area_id":"general","collection":"Deep Tabular Learning","url":"/methods/category/deep-tabular-learning","pwc_aliases":[]}],"n_papers_tagged":5,"archive_num_papers":5,"papers_newest_first":[{"paper":null,"title":"Integrating epidemiological and economic models to estimate the cost of simulated foot-and-mouth disease outbreaks in Brazil","date":"2025-02-10","arxiv_id":"2502.07083","n_code_links":0,"syntology":null},{"paper":null,"title":"Identification of a time-varying SIR Model for Covid-19","date":"2024-07-25","arxiv_id":"2407.18154","n_code_links":0,"syntology":null},{"paper":null,"title":"From Pampas to Pixels: Fine-Tuning Diffusion Models for Gaúcho Heritage","date":"2024-01-10","arxiv_id":"2401.05520","n_code_links":0,"syntology":null},{"paper":"/paper/detection-d-objets-celestes-dans-des-images","title":"Détection d'objets célestes dans des images astronomiques par IA explicable","date":"2023-11-17","arxiv_id":"2311.10592","n_code_links":0,"syntology":null},{"paper":"/paper/grande-gradient-based-decision-tree-ensembles","title":"GRANDE: Gradient-Based Decision Tree Ensembles for Tabular Data","date":"2023-09-29","arxiv_id":"2309.17130","n_code_links":3,"syntology":{"ran":7,"of":12,"unverified":5,"pointer_only":0}}],"papers_shown":5,"tasks":[{"task":"/task/explainable-artificial-intelligence","name":"Explainable artificial intelligence","papers":1},{"task":null,"name":"Position","papers":1}],"tasks_shown":2,"n_tasks":2,"usage_by_year":[{"year":"2023","papers":2},{"year":"2024","papers":2},{"year":"2025","papers":1}],"row_source":"methods_table","archive":{"source":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","archive_url":"https://paperswithcode.com/method/grande"},"syntology_read_at":"2026-09-24T18:15:14+00:00"}