{"id":32532725,"url":"https://github.com/machinelearningbcam/rmboost-neurips-2025","last_synced_at":"2026-07-12T00:32:27.811Z","repository":{"id":321122669,"uuid":"1064884558","full_name":"MachineLearningBCAM/RMBoost-NeurIPS-2025","owner":"MachineLearningBCAM","description":null,"archived":false,"fork":false,"pushed_at":"2025-10-27T21:56:12.000Z","size":21,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2025-10-27T23:23:13.115Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/MachineLearningBCAM.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null,"notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null}},"created_at":"2025-09-26T17:49:16.000Z","updated_at":"2025-10-27T21:56:16.000Z","dependencies_parsed_at":"2025-10-27T23:23:39.279Z","dependency_job_id":null,"html_url":"https://github.com/MachineLearningBCAM/RMBoost-NeurIPS-2025","commit_stats":null,"previous_names":["machinelearningbcam/rmboost-neurips-2025"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/MachineLearningBCAM/RMBoost-NeurIPS-2025","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MachineLearningBCAM%2FRMBoost-NeurIPS-2025","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MachineLearningBCAM%2FRMBoost-NeurIPS-2025/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MachineLearningBCAM%2FRMBoost-NeurIPS-2025/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MachineLearningBCAM%2FRMBoost-NeurIPS-2025/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MachineLearningBCAM","download_url":"https://codeload.github.com/MachineLearningBCAM/RMBoost-NeurIPS-2025/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MachineLearningBCAM%2FRMBoost-NeurIPS-2025/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":35378722,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-07-11T02:00:05.354Z","response_time":104,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-10-28T12:56:52.744Z","updated_at":"2026-07-12T00:32:27.806Z","avatar_url":"https://github.com/MachineLearningBCAM.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Robust Minimax Boosting with Performance Guarantees (RMBoost)\n\n[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](/AMRC_Python) [![Made with!](https://img.shields.io/badge/Made%20with-MATLAB-red)](/AMRC_Matlab)  [![Ask Me Anything !](https://img.shields.io/badge/Ask%20me-anything-1abc9c.svg)](#support-and-author)\n\nThis repository is the official implementation of Robust Minimax Boosting with Performance Guarantees\n\nRMBoost methods are robust to general types of label noise and can also achieve strong classification performance.\n\n## Source code\n\n[![made-with-python](https://img.shields.io/badge/Made%20with-Python-1f425f.svg)](CL-MRC_Python) \n[![Made with!](https://img.shields.io/badge/Made%20with-MATLAB-red)](CL-MRC_Matlab)\n\nmMBoost folder contains the Python and Matlab folders that include the Python and Matlab implementations, respectively.\n\n### Python code\n\n* run_RMBoost.py is the main file. In such file we can modify the number of rounds and the solver (linprog or mosek)\n* RMBoost.py is the file that includes fit and predict functions\n\n#### Requirements\n\nThe requirements are detailed in the requeriments.txt file. Run the following command to install the requeriments:\n\n```setup\npip install -r requirements.txt\n```\n\n### Matlab code\n\n* main.m is the main file. In such file we can modify the number of rounds and the solver (linprog or mosek)\n* fit.m is the function that fits the model\n* predict_boost.m is the function that obtains the predictions\n\n## Installation and evaluation\n\nTo train and evaluate the model in the paper, run this command for Python:\n\n```console\npython run_RMboost.py\n\n```\n\nand for Matlab:\n\n```console\nmatlab RMBoost.m\n```\n## Support and Author\n\nSantiago Mazuelas\n\nsmazuelas@bcamath.org\n\nVerónica Álvarez\n\nvealvar@mit.edu\n\n[![ForTheBadge built-with-science](http://ForTheBadge.com/images/badges/built-with-science.svg)](https://github.com/VeronicaAlvarez)\n\n## License \n\nRMBoost carries a MIT license.\n\n## Citation\n\nIf you find useful the code in your research, please include explicit mention of our work in your publication with the following corresponding entry in your bibliography:\n\n@inproceedings{MazAlv:25,\n  title      ={Robust Minimax Boosting with Performance Guarantees},\n  author     ={Mazuelas, Santiago and {\\'A}lvarez, Ver{\\'o}nica},\n  booktitle  ={{A}dvances in {N}eural {I}nformation {P}rocessing {S}ystems},\n  volume     ={38},\n  pages      ={},\n  year       ={2025},\n  month      ={Dec.}\n}\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearningbcam%2Frmboost-neurips-2025","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmachinelearningbcam%2Frmboost-neurips-2025","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmachinelearningbcam%2Frmboost-neurips-2025/lists"}