Ministry of Education
Dootika Vats
VIDWAN ID: 110925

Dr Dootika Vats

Female Doctor of Philosophy
Assistant Professor | Department of Mathematics and Statistics
Indian Institute of Technology, Kanpur
Expertise: Statistics and Probability
ORCID 0000-0001-9453-0368 Scopus 57194117787 Google Scholar sZT_wEAAAAAJ
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23 Publications
0 Projects
478 Scopus Citations
456 CrossRef
7 Years 2 Months Total Experience
Publications
23 Total
Articles
22
Books
1
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Scopus Scopus
478 Citations
9 h-index
CrossRef CrossRef
456 Citations
9 h-index
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Personal Details

Doctor of Philosophy
2017
N/A
Assistant Professor
Jul 2019 – Present
Indian Institute of Technology, Kanpur | Department of Mathematics and Statistics
Physical Sciences
Statistics and Probability

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Scholarly Work

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Scholarly Publications

Multivariate strong invariance principles in Markov chain Monte Carlo

Open Access
Journal Article
Electronic Journal of Statistics. Year: 2024. Volume: 18 , Issue: 1 , Pages: 2450-2476 .
Authors: Arka Banerjee; Dootika Vats
DOI 10.1214/24-EJS2257 Crossref Crossref: 3 Scopus Scopus: 3

On the Utility of Equal Batch Sizes for Inference in Stochastic Gradient Descent

Journal Article
Year: 2025. Volume: 26 .
Scopus Scopus: 1

Handbook of Markov Chain Monte Carlo, Second Edition

Book
Year: 2026. Pages: 1-679 .
Authors: Radu V. Craiu; Dootika Vats; Galin L. Jones; Steve Brooks; Andrew Gelman; Xiao-Li Meng
DOI 10.1201/9781003453420

Proximal Hamiltonian Monte Carlo

Journal Article
IEEE Transactions on Signal Processing. Year: 2026. Volume: 74 , Pages: 3170-3181 .
Authors: Apratim Shukla; Dootika Vats; Eric C. Chi
DOI 10.1109/TSP.2026.3715313

Efficient Multivariate Initial Sequence Estimators for MCMC

Journal Article
Journal of Computational and Graphical Statistics. Year: 2026. Volume: 35 , Issue: 2 , Pages: 734-742 .
Authors: Arka Banerjee; Dootika Vats
DOI 10.1080/10618600.2025.2567948 Crossref Crossref: 1

Exact MCMC for intractable proposals

Journal Article
Japanese Journal of Statistics and Data Science. Year: 2026.
Authors: Dwija Kakkad; Dootika Vats
DOI 10.1007/s42081-026-00367-9

SOLVING THE POISSON EQUATION USING COUPLED MARKOV CHAINS

Journal Article
The Annals of Statistics. Year: 2026. Volume: 54 , Issue: 1 , Pages: 201-225 .
Authors: Randal Douc; Pierre E. Jacob; Anthony Lee; Dootika Vats
DOI 10.1214/25-AOS2564 Scopus Scopus: 1

Estimating Monte Carlo variance from multiple Markov chains

Journal Article
SCANDINAVIAN JOURNAL OF STATISTICS. Year: 2026. Volume: 53 , Issue: 1 , Pages: 335-363 .
Authors: Kushagra Gupta; Dootika Vats
DOI 10.1111/sjos.70036 Crossref Crossref: 1 Scopus Scopus: 2
Showing 1 to 8 of 23 publications