Publications

Hussein Mozannar, Hunter Lang, Dennis Wei, Prasanna Sattigeri, Subhro Das, David Sontag (2023). Who Should Predict? Exact Algorithms For Learning to Defer to Humans. AISTATS.

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Hussein Mozannar, Arvind Satyanarayan, David Sontag (2022). Teaching Humans When To Defer to a Classifier via Exemplars. AAAI.

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Mohammad-Amin Charusaie, Hussein Mozannar, David Sontag, Samira Samadi (2022). Sample Efficient Learning of Predictors that Complement Humans. International Conference on Machine Learning.

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Hussein Mozannar, Gagan Bansal, Adam Fourney, Eric Horvitz (2022). Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. arXiv preprint arXiv:2210.14306.

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Michael Doron, Hussein Mozannar, David Sontag, Juan C Caicedo (2021). Machine Teaching with Generative Models for Human Learning. Third ICML Workshopon Human In the Loop Learning (ICML 2021 HILL).

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Hussein Mozannar, Mesrob Ohannessian, Nathan Srebro (2020). Fair learning with private demographic data. International Conference on Machine Learning (ICML).

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Hussein Mozannar, David Sontag (2020). Consistent Estimators for Learning to Defer to an Expert. International Conference on Machine Learning.

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Hussein Mozannar, Karl El Hajal, Elie Maamary, Hazem Hajj (2019). Neural Arabic Question Answering. Proceedings of the Fourth Arabic Natural Language Processing Workshop.

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Hussein Mouzannar, Mesrob I Ohannessian, Nathan Srebro (2019). From fair decision making to social equality. Proceedings of the Conference on Fairness, Accountability, and Transparency (Facct).

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Hussein Mouzannar, Yara Rizk, Mariette Awad (2018). Damage Identification in Social Media Posts using Multimodal Deep Learning. ISCRAM 2018 – 15th International Conference on Information Systems for Crisis Response and Management.

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