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ORCIDHussein Mozannar
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2020 – today
- 2024
[c10]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming. AAAI 2024: 10137-10144- [c9]Hussein Mozannar
, Gagan Bansal, Adam Fourney, Eric Horvitz:
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. CHI 2024: 142:1-142:16 - [i14]Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara D. Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David A. Sontag:
Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study. CoRR abs/2401.09637 (2024) - [i13]Hyewon Jeong, Sarah Jabbour, Yuzhe Yang, Rahul Thapa, 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 A. Fries, Parisa Rashidi, Brett K. Beaulieu-Jones, Xuhai Orson Xu, Matthew B. A. McDermott, Tristan Naumann, Monica Agrawal, Marinka Zitnik, Berk Ustun, Edward Choi, Kristen Yeom, Gamze Gürsoy, Marzyeh Ghassemi, Emma Pierson, George H. Chen, Sanjat Kanjilal, Michael Oberst, Linying Zhang, Harvineet Singh, Tom Hartvigsen, Helen Zhou, Chinasa T. Okolo:
Recent Advances, Applications, and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2023 Symposium. CoRR abs/2403.01628 (2024) - [i12]Hussein Mozannar, Valerie Chen, Mohammed Alsobay, Subhro Das, Sebastian Zhao, Dennis Wei, Manish Nagireddy, Prasanna Sattigeri, Ameet Talwalkar, David A. Sontag:
The RealHumanEval: Evaluating Large Language Models' Abilities to Support Programmers. CoRR abs/2404.02806 (2024) - 2023
- [c8]Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag:
Who Should Predict? Exact Algorithms For Learning to Defer to Humans. AISTATS 2023: 10520-10545 - [c7]Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An:
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer. NeurIPS 2023 - [c6]Hussein Mozannar, Jimin J. Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag:
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding. NeurIPS 2023 - [i11]Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag:
Who Should Predict? Exact Algorithms For Learning to Defer to Humans. CoRR abs/2301.06197 (2023) - [i10]Hussein Mozannar, Yuria Utsumi, Irene Y. Chen, Stephanie S. Gervasi, Michele Ewing, Aaron Smith-McLallen, David A. Sontag:
Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration. CoRR abs/2305.17261 (2023) - [i9]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
When to Show a Suggestion? Integrating Human Feedback in AI-Assisted Programming. CoRR abs/2306.04930 (2023) - [i8]Hussein Mozannar, Jimin J. Lee, Dennis Wei, Prasanna Sattigeri, Subhro Das, David A. Sontag:
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding. CoRR abs/2311.01007 (2023) - [i7]Yuzhou Cao, Hussein Mozannar, Lei Feng, Hongxin Wei, Bo An:
In Defense of Softmax Parametrization for Calibrated and Consistent Learning to Defer. CoRR abs/2311.01106 (2023) - 2022
- [c5]Hussein Mozannar, Arvind Satyanarayan, David A. Sontag:
Teaching Humans When to Defer to a Classifier via Exemplars. AAAI 2022: 5323-5331 - [c4]Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi:
Sample Efficient Learning of Predictors that Complement Humans. ICML 2022: 2972-3005 - [i6]Mohammad-Amin Charusaie, Hussein Mozannar, David A. Sontag, Samira Samadi:
Sample Efficient Learning of Predictors that Complement Humans. CoRR abs/2207.09584 (2022) - [i5]Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz:
Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. CoRR abs/2210.14306 (2022) - 2021
- [i4]Hussein Mozannar, Arvind Satyanarayan, David A. Sontag:
Teaching Humans When To Defer to a Classifier via Examplars. CoRR abs/2111.11297 (2021) - 2020
- [c3]Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro:
Fair Learning with Private Demographic Data. ICML 2020: 7066-7075 - [c2]Hussein Mozannar, David A. Sontag:
Consistent Estimators for Learning to Defer to an Expert. ICML 2020: 7076-7087 - [i3]Hussein Mozannar, Mesrob I. Ohannessian, Nathan Srebro:
Fair Learning with Private Demographic Data. CoRR abs/2002.11651 (2020) - [i2]Hussein Mozannar, David A. Sontag:
Consistent Estimators for Learning to Defer to an Expert. CoRR abs/2006.01862 (2020)
2010 – 2019
- 2019
- [c1]Hussein Mozannar, Elie Maamary, Karl El Hajal, Hazem M. Hajj:
Neural Arabic Question Answering. WANLP@ACL 2019 2019: 108-118 - [i1]Hussein Mozannar, Karl El Hajal, Elie Maamary, Hazem M. Hajj:
Neural Arabic Question Answering. CoRR abs/1906.05394 (2019)
Coauthor Index
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