Sonja Johnson-Yu

According to our database, Sonja Johnson-Yu authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Characterizing and Improving the Robustness of Predict-Then-Optimize Frameworks.

Sonja Johnson-Yu, Jessie Finocchiaro, Kai Wang, Yevgeniy Vorobeychik, Arunesh Sinha, Aparna Taneja, Milind Tambe

Proceedings of the Decision and Game Theory for Security: 14th International Conference, 2023

Modeling Robustness in Decision-Focused Learning as a Stackelberg Game.

Sonja Johnson-Yu, Kai Wang, Jessie Finocchiaro, Aparna Taneja, Milind Tambe

Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems, 2023

Robust Planning over Restless Groups: Engagement Interventions for a Large-Scale Maternal Telehealth Program.

Jackson A. Killian, Arpita Biswas, Lily Xu, Shresth Verma, Vineet Nair, Aparna Taneja, Aparna Hegde, Neha Madhiwalla, Paula Rodriguez Diaz, Sonja Johnson-Yu, Milind Tambe

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2021

SimGrade: Using Code Similarity Measures for More Accurate Human Grading.

Sonja Johnson-Yu, Nicholas Bowman, Mehran Sahami, Chris Piech

Proceedings of the 14th International Conference on Educational Data Mining, 2021

2020

ForestNet: Classifying Drivers of Deforestation in Indonesia using Deep Learning on Satellite Imagery.

Jeremy Irvin, Hao Sheng, Neel Ramachandran, Sonja Johnson-Yu, Sharon Zhou, Kyle Story, Rose Rustowicz, Cooper Elsworth, Kemen Austin, Andrew Y. Ng

CoRR, 2020