Publications
Preprints
- Faithlessness in Gaussian graphical models Mathias Drton, Leonard Henckel, Benjamin Hollering, Pratik Misra https://arxiv.org/abs/2404.05306 (2024)
- Colored Gaussian DAG models Tobias Boege, Kaie Kubjas, Pratik Misra, Liam Solus https://arxiv.org/abs/2404.04024 (2024)
- Homaloidal polynomials and Gaussian models with maximum likelihood degree one Shelby Cox, Pratik Misra, Pardis Semnani https://arxiv.org/pdf/2402.06090 (2024)
Journal and Conference Papers
- Combinatorial and algebraic perspectives on the marginal independence structure of Bayesian networks Danai Deligeorgaki, Alex Markham, Pratik Misra, Liam Solus https://arxiv.org/abs/2210.00822 (To appear in Algebraic Statistics) (2024)
- Symmetrically colored Gaussian graphical models with toric vanishing ideal Jane Ivy Coons, Aida Maraj, Pratik Misra, Miruna-Stefana Sorea SIAM Journal of Applied Algebra and Geometry (7) (2022), 133-158. doi: 10.1137/21M1466943 https://arxiv.org/abs/2111.14817
- A transformational characterization of unconditionally equivalent Bayesian networks Alex Markham, Danai Deligeorgaki, Pratik Misra, Liam Solus Proceedings of The 11th International Conference on Probabilistic Graphical Models, PMLR 186 (2022), 109-120 https://arxiv.org/abs/2203.00521
- Directed Gaussian Graphical models with toric vanishing ideals Pratik Misra, Seth Sullivant Advances in Applied Mathematics 138 (2022) no. 102345, 38 pp. https://arxiv.org/abs/2105.13357
- Gaussian Graphical models with toric vanishing ideals Pratik Misra, Seth Sullivant Annals of the Institute of Statistical Mathematics 73 (2021) no. 4, 757-785 https://arxiv.org/abs/1912.02265
- Bounds on the expected size of the maximum agreement subtree for a given tree shape
Pratik Misra, Seth Sullivant
SIAM Journal on Discrete Mathematics 33 (2019) no. 4, 2316-2325 https://arxiv.org/abs/1809.04488