2022

  • White, J., Madaan, P., Shenoy, N., Agnihotri, A., Sharma, M., & Doshi, J. (2022). A Case for Rejection in Low Resource ML Deployment. arXiv preprint arXiv:2208.06359. Challenges in deploying and monitoring Machine Learning Systems Workshop at NuerIPS

    2020

  • Agnihotri, A., & Batra, N. (2020). Exploring bayesian optimization. Distill, 5(5), e26.

  • Narayanan, S. D., Patel, Z. B., Agnihotri, A., & Batra, N. (2020, November). A toolkit for spatial interpolation and sensor placement. In Proceedings of the 18th Conference on Embedded Networked Sensor Systems (pp. 653-654).

  • Narayanan, S. D., Agnihotri, A., & Batra, N. (2020). Active learning for air quality station location recommendation. In Proceedings of the 7th ACM IKDD CoDS and 25th COMAD (pp. 326-327).

  • Narayanan, S. D., Agnihotri, A., & Batra, N. (2020). Active learning for air quality station deployment. Real World Experiment Design and Active Learning Workshop at ICML