Scholar
Anish Chakrabarty
Google Scholar ID: KfCQY5oAAAAJ
Indian Statistical Institute, Kolkata
Citations & Impact
Citations
33
H-index
4
i10-index
1
Publications
12
Co-authors
5
list available
Contact
Publications
Resume (English only)
Academic Achievements
- Publications: 'Locally Robust Alignment Between Distinct Spaces' (Stat, 2025); 'Information Preservation with Wasserstein Autoencoders: Generation Consistency and Adversarial Robustness' (Statistics and Computing, 2025); 'Lost in Translation: GANs' Inability to Generate Simple Probability Distributions' (ICLR Tiny Papers Track, 2024), etc.
Research Experience
- Senior Research Fellow at Indian Statistical Institute, Kolkata; Organizing committee member of the Winter School on Deep Learning, hosted annually by the Machine Learning Research Group.
Education
- PhD: Theoretical Statistics and Mathematics Unit at Indian Statistical Institute (ISI) Kolkata, advised by Prof. Swagatam Das and Prof. Probal Chaudhuri; MSc in Statistics from the Indian Institute of Technology, Kanpur (IITK).
Background
- Research Interests: statistical learning theory and high-dimensional statistics. Recent work includes topics such as optimal transport, deep generative models, robust statistics, and the theory of attention. Some of his recent work is motivated by problems arising in computer vision and shape matching.
Miscellany
- Contact: Email - chakrabarty.anish@gmail.com, Office address - 203 B. T. Road, Indian Statistical Institute Kolkata 700108
