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Hussein Mozannar

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Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium

Mar 03, 2024
Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapta, Hussein Mozannar, William Jongwon Han, Nikita Mehandru, Michael Wornow, Vladislav Lialin, Xin Liu, Alejandro Lozano, Jiacheng Zhu, Rafal Dariusz Kocielnik, Keith Harrigian, Haoran Zhang, Edward Lee, Milos Vukadinovic, Aparna Balagopalan, Vincent Jeanselme, Katherine Matton, Ilker Demirel, Jason Fries, Parisa Rashidi, Brett Beaulieu-Jones, Xuhai Orson Xu, Matthew McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gursoy, Marzyeh Ghassemi, Emma Pierson, George Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo

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Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study

Jan 17, 2024
Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David Sontag

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Effective Human-AI Teams via Learned Natural Language Rules and Onboarding

Nov 07, 2023
Hussein Mozannar, Jimin J Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

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In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer

Nov 02, 2023
Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An

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When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming

Jun 08, 2023
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz

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Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration

May 26, 2023
Hussein Mozannar, Yuria Utsumi, Irene Y. Chen, Stephanie S. Gervasi, Michele Ewing, Aaron Smith-McLallen, David Sontag

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Who Should Predict? Exact Algorithms For Learning to Defer to Humans

Jan 15, 2023
Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag

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Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming

Oct 25, 2022
Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz

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Sample Efficient Learning of Predictors that Complement Humans

Jul 19, 2022
Mohammad-Amin Charusaie, Hussein Mozannar, David Sontag, Samira Samadi

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