3 papers
stat.ML2020
Efficient Statistics for Sparse Graphical Models from Truncated Samples
Arnab Bhattacharyya, Rathin Desai, Sai Ganesh Nagarajan +1
In this paper, we study high-dimensional estimation from truncated samples. We focus on two fundamental and classical problems: (i) inference of sparse Gaussian graphical models an…
cs.LG2019
Quantifying Error in the Presence of Confounders for Causal Inference
Rathin Desai, Amit Sharma
Estimating average causal effect (ACE) is useful whenever we want to know the effect of an intervention on a given outcome. In the absence of a randomized experiment, many methods…
astro-ph.IM2018
GMRT Archive Processing Project
Shubhankar Deshpande, Yogesh Wadadekar, Huib Intema +7
The GMRT Online Archive now houses over 120 terabytes of interferometric observations obtained with the GMRT since the observatory began operating as a facility in 2002. The utilit…