Machine Learning
Research at Apple.

Recent research.

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Breiman's Two Cultures: You Don't Have to Choose Sides

research area Health, research area Methods and Algorithmsconference Observational StudiesPublished year 2021
AuthorsAndrew C. Miller, Nicholas J. Foti, Emily B. Fox
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Cross-Domain Data Integration for Entity

research area Knowledge Bases and Search, research area Speech and Natural Language Processingconference EMNLPPublished year 2021
AuthorsMaya Varma, Laurel Orr, Sen Wu, Megan Leszczynski, Xiao Ling and Christopher Ré
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Enforcing Fairness in Private Federated Learning via The Modified Method of Differential Multipliers

research area Methods and Algorithms, research area Privacyconference NeurIPSPublished year 2021
AuthorsBorja Rodríguez-Gálvez, Filip Granqvist, Rogier van Dalen, Matt Seigel
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Evaluating the Fairness of Fine-Tuning Strategies in Self-Supervised Learning

research area Computer Vision, research area Methods and Algorithmsconference BayLearnPublished year 2021
AuthorsJason Ramapuram*, Dan Busbridge*, Russ Webb
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Updates and events.

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The 2022 AI/ML Residency Program Application is Now Open

The AI/ML residency program is currently accepting applications for 2022. The program invites experts in various fields to apply their own domain expertise to innovate and build revolutionary machine learning and AI-powered products and experiences. As AI-based solutions spread across disciplines, the need for domain experts to understand machine learning and apply their expertise in ML settings grows. The program aims to invest in the resident’s technical and theoretical machine learning development to help advance their professional careers.

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Apple at ICCV 2021

Apple is sponsoring the International Conference on Computer Vision (ICCV), which will be held virtually from October 11 to 17.

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