Dootika Vats
dootika at iitk.ac.in
I am an Associate Professor in the Department of Mathematics and Statistics at the Indian Institute of Technology, Kanpur. Previously, I was an NSF Postdocotoral fellow with Prof. Gareth Roberts at the University of Warwick. My PhD was from the University of Minnesota, Twin-Cities working with Prof. Galin Jones.
My research interests are: Markov chain Monte Carlo, output analysis for stochastic simulation. Recently, I’ve also been interested in stochastic optimization algorithms.
I serve as an Associate Editor for Bayesian Analysis, Journal of Computational and Graphical Statistics and Sankhya B.
Students: If you’re interesed in working with me, see students tab.
Quick links:
- Elementary Problems in R - Book
- HMC for Dummies
- Visualize convergences in MCMC
- Movie Recommendations
Upcoming Talks/Visits:
- 2-13th June, Summer School for Women in Math and Stat, ICTS
- 16-20th June, BayesComp 2025, Singapore
- 23rd June - 4th July, MATRIX Institute Workshop, Australia
news
| Jan 07, 2025 | Apratim Shukla’s (PhD) first paper on “MCMC Importance Sampling via Moreau-Yosida Envelopes” is now on arxiv! |
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| Jan 01, 2025 | It is a pleasure to join the Editorial Board of Bayesian Analysis for the next three years! |
| Dec 11, 2024 | Delighted to be a Faculty Associate at the International Center for Theoretical Sciences for the upcoming 3 years! |
| Dec 04, 2024 | Honored to be a chosen as an Associate of the Indian Academy of Sciences! |
| Oct 14, 2024 | Dwija Kakkad’s (UG) first paper on “Exact MCMC for Intractable Proposals” is now on arxiv! |