{"id":18015511,"url":"https://github.com/wmkouw/ctrl-iwxval","last_synced_at":"2025-03-26T18:31:15.710Z","repository":{"id":89538155,"uuid":"90372531","full_name":"wmkouw/ctrl-iwxval","owner":"wmkouw","description":"Controlled importance-weighted cross-validation","archived":false,"fork":false,"pushed_at":"2019-09-06T08:24:44.000Z","size":352,"stargazers_count":6,"open_issues_count":0,"forks_count":0,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-03-22T06:31:46.099Z","etag":null,"topics":["control-variates","covariate-shift","cross-validation","regularization","sampling-variance"],"latest_commit_sha":null,"homepage":"","language":"MATLAB","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/wmkouw.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE.md","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}},"created_at":"2017-05-05T12:17:30.000Z","updated_at":"2024-05-22T08:24:48.000Z","dependencies_parsed_at":null,"dependency_job_id":"8f440f05-2784-4258-a2e9-38f146f69563","html_url":"https://github.com/wmkouw/ctrl-iwxval","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fctrl-iwxval","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fctrl-iwxval/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fctrl-iwxval/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/wmkouw%2Fctrl-iwxval/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/wmkouw","download_url":"https://codeload.github.com/wmkouw/ctrl-iwxval/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245712627,"owners_count":20660271,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["control-variates","covariate-shift","cross-validation","regularization","sampling-variance"],"created_at":"2024-10-30T04:14:05.545Z","updated_at":"2025-03-26T18:31:15.699Z","avatar_url":"https://github.com/wmkouw.png","language":"MATLAB","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Controlled importance-weighted cross-validation\n\nThis repository contains experiments and visualizations accompanying the paper:\n\n\"Robust importance-weighted cross-validation under sample selection bias\",\n\npublished in the proceedings of the International Workshop on Machine Learning for Signal Processing, 2019 (pdf/[preprint](https://arxiv.org/abs/1710.06514)).\n\n## Contents:\n- __experiment-1DG__ contains visualizations throughout the paper.\n- __experiment-2DG__ contains experiments on a 2-dimensional Gaussians setting.\n- __experiment-ozone__ contains experiments on the UCI Ozone level detection task.\n- __util__ contains utility functions and algorithms.\n\n## Contact:\n\nQuestions and comments can be submitted to the [issues tracker](https://github.com/wmkouw/ctrl-iwxval/issues).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwmkouw%2Fctrl-iwxval","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fwmkouw%2Fctrl-iwxval","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fwmkouw%2Fctrl-iwxval/lists"}