Publications

(2023). Who Should Predict? Exact Algorithms For Learning to Defer to Humans. AISTATS.

PDF Cite Code

(2022). Teaching Humans When To Defer to a Classifier via Exemplars. AAAI.

PDF Cite Code Video

(2022). Sample Efficient Learning of Predictors that Complement Humans. International Conference on Machine Learning.

PDF Cite Code Slides Video

(2022). Reading Between the Lines: Modeling User Behavior and Costs in AI-Assisted Programming. arXiv preprint arXiv:2210.14306.

PDF Cite Code

(2021). Machine Teaching with Generative Models for Human Learning. Third ICML Workshopon Human In the Loop Learning (ICML 2021 HILL).

Cite

(2020). Fair learning with private demographic data. International Conference on Machine Learning (ICML).

PDF Cite Code Poster Video

(2020). Consistent Estimators for Learning to Defer to an Expert. International Conference on Machine Learning.

PDF Cite Code Video

(2019). Neural Arabic Question Answering. Proceedings of the Fourth Arabic Natural Language Processing Workshop.

PDF Cite Code

(2019). From fair decision making to social equality. Proceedings of the Conference on Fairness, Accountability, and Transparency (Facct).

PDF Cite Video

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

PDF Cite Code Dataset