Drawing from discussions at the inaugural DMLR workshop at ICML 2023 and meetings prior, in this report we outline the relevance of community engagement and infrastructure development for the creation of next-generation public datasets that will advance machine learning science. We chart a path forward as a collective effort to sustain the creation and maintenance of these datasets and methods towards positive scientific, societal and business impact.<\/p>\n","protected":false},"excerpt":{"rendered":"
Drawing from discussions at the inaugural DMLR workshop at ICML 2023 and meetings prior, in this report we outline the relevance of community engagement and infrastructure development for the creation of next-generation public datasets that will advance machine learning science. We chart a path forward as a collective effort to sustain the creation and maintenance […]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","footnotes":""},"msr-content-type":[3],"msr-research-highlight":[],"research-area":[13556],"msr-publication-type":[193715],"msr-product-type":[],"msr-focus-area":[],"msr-platform":[],"msr-download-source":[],"msr-locale":[268875],"msr-post-option":[269148,269142],"msr-field-of-study":[],"msr-conference":[],"msr-journal":[],"msr-impact-theme":[],"msr-pillar":[],"class_list":["post-1105119","msr-research-item","type-msr-research-item","status-publish","hentry","msr-research-area-artificial-intelligence","msr-locale-en_us","msr-post-option-approved-for-river","msr-post-option-include-in-river"],"msr_publishername":"","msr_edition":"","msr_affiliation":"","msr_published_date":"2024-5","msr_host":"","msr_duration":"","msr_version":"","msr_speaker":"","msr_other_contributors":"","msr_booktitle":"","msr_pages_string":"","msr_chapter":"","msr_isbn":"","msr_journal":"Journal of Data-centric Machine Learning Research","msr_volume":"","msr_number":"","msr_editors":"","msr_series":"","msr_issue":"","msr_organization":"","msr_how_published":"","msr_notes":"","msr_highlight_text":"","msr_release_tracker_id":"","msr_original_fields_of_study":"","msr_download_urls":"","msr_external_url":"","msr_secondary_video_url":"","msr_longbiography":"","msr_microsoftintellectualproperty":1,"msr_main_download":"","msr_publicationurl":"","msr_doi":"","msr_publication_uploader":[{"type":"url","viewUrl":"false","id":"false","title":"https:\/\/data.mlr.press\/assets\/pdf\/v01-5.pdf","label_id":"243109","label":0}],"msr_related_uploader":"","msr_attachments":[],"msr-author-ordering":[{"type":"text","value":"Luis Oala","user_id":0,"rest_url":false},{"type":"text","value":"Manil Maskey","user_id":0,"rest_url":false},{"type":"text","value":"Lilith Bat-Leah","user_id":0,"rest_url":false},{"type":"text","value":"Alicia Parrish","user_id":0,"rest_url":false},{"type":"text","value":"Nezihe Merve Gurel","user_id":0,"rest_url":false},{"type":"text","value":"Tzu-Sheng Kuo","user_id":0,"rest_url":false},{"type":"text","value":"Yang Liu","user_id":0,"rest_url":false},{"type":"text","value":"Rotem Dror","user_id":0,"rest_url":false},{"type":"text","value":"Danilo Brajovic","user_id":0,"rest_url":false},{"type":"text","value":"Xiaozhe Yao","user_id":0,"rest_url":false},{"type":"text","value":"Max Bartolo","user_id":0,"rest_url":false},{"type":"text","value":"William Gaviria Rojas","user_id":0,"rest_url":false},{"type":"text","value":"Ryan Hileman","user_id":0,"rest_url":false},{"type":"text","value":"Rainier Aliment","user_id":0,"rest_url":false},{"type":"text","value":"Michael W. 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