{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/min-max-bilevel-multi-objective-optimization","title":"Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning","arxiv_id":"2203.01924","date":"2022-03-03","proceeding":null,"authors":["Alex Gu","Songtao Lu","Parikshit Ram","Lily Weng"],"abstract":"We consider a generic min-max multi-objective bilevel optimization problem with applications in robust machine learning such as representation learning and hyperparameter optimization. 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