Soham Jana
Scholar

Soham Jana

Google Scholar ID: -ggEEqwAAAAJ
Assistant Professor, University of Notre Dame
Mixture modelingHigh dimensional statisticsNeural NetworksCausal Inference
Citations & Impact
All-time
Citations
89
 
H-index
6
 
i10-index
4
 
Publications
14
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • Jana, S., Yang, K., & Kulkarni, S. (2025). Adversarially robust clustering with optimality guarantees. IEEE Transactions on Information Theory.
  • Fan, J., Jana, S., Kulkarni, S., & Yin, Q. (2025). Factor Informed Double Deep Learning For Average Treatment Effect Estimation. arXiv:2508.17136.
  • Jana, S., Polyanskiy, Y., & Wu, Y. (2025). Optimal empirical Bayes estimation for the Poisson model via minimum-distance methods. Information and Inference: A Journal of the IMA.
  • Jana, S., Fan, J., & Kulkarni, S. (2025). A Provable Initialization and Robust Clustering Method for General Mixture Models. IEEE Transactions on Information Theory.
  • Chen, X., Jana, S., Metzler, C. A., Maleki, A., & Jalali, S. (2025). Multilook Coherent Imaging: Theoretical Guarantees and Algorithms. arXiv:2505.23594.
  • Tang, S., Jana, S., & Fan, J. (2024). Factor adjusted spectral clustering for mixture models. arXiv:2408.12564.