Research

My research interests are in machine learning, data-centric AI, reinforcement learning, and personalized learning systems.

Publications

1. CollectiveTeach: A System To Generate And Sequence Web-Annotated Lesson Plans
   R. Ranawat, A. Venkataraman, L. Subramanian
   ACM SIGCAS Conference on Computing and Sustainable Societies (COMPASS), 2021

2. Data-driven Probabilistic Framework for Student Learning
   A. Venkataraman, R. Ranawat, S. Iyer, S. Jagabathula, L. Subramanian
   ICML/IJCAI Workshop on AI and Computational Psychology: Theories, Algorithms and Applications (CompPsy), July 2018

3. CollectiveTeach: Crowdsourcing Lesson Plans
   A. Venkataraman, R. Ranawat, S. Vakil, J. Chen, S. Jagabathula, L. Subramanian
   KDD Workshop on Advancing Education with Data, August 2017