Ashish Katiyar | DeepAI

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Featured Co-authors

Constantine Caramanis
56 publications
Soumya Basu
18 publications
Jessica Hoffmann
8 publications
Vatsal Shah
8 publications

research

∙ 02/17/2021

Robust Estimation of Tree Structured Markov Random Fields

We study the problem of learning tree-structured Markov random fields (M...

0 Ashish Katiyar, et al. ∙

research

∙ 06/10/2020

Robust Estimation of Tree Structured Ising Models

We consider the task of learning Ising models when the signs of differen...

6 Ashish Katiyar, et al. ∙

research

∙ 01/25/2019

Robust estimation of tree structured Gaussian Graphical Model

Consider jointly Gaussian random variables whose conditional independenc...

0 Ashish Katiyar, et al. ∙