Sanjana Narayanan

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 3

Top Topics

Mixture Modeling

Reinforcement Learning

Finite Mixtures

Learning Problems

Top Venues

Trans. Mach. Learn. Res.

Publications

Abhishek Sharma, Catherine Zeng, Sanjana Narayanan, Sonali Parbhoo, Roy H. Perlis, Finale Doshi-Velez
Task-Relevant Feature Selection with Prediction Focused Mixture Models. Trans. Mach. Learn. Res. 2024 (2024)
Sanjana Narayanan, Isaac Lage, Finale Doshi-Velez
(When) Are Contrastive Explanations of Reinforcement Learning Helpful? CoRR (2022)
Abhishek Sharma, Catherine Zeng, Sanjana Narayanan, Sonali Parbhoo, Finale Doshi-Velez
On Learning Prediction-Focused Mixtures. CoRR (2021)