2 citations · 3 across the 4 of their papers we have counts for
4 papers
Causal effect estimation under network interference with mean-field methods
Sohom Bhattacharya, Subhabrata Sen
We study causal effect estimation from observational data under interference. The interference pattern is captured by an observed network. We adopt the chain graph framework of Tch…
On Naive Mean-Field Approximation for high-dimensional canonical GLMs
Sumit Mukherjee, Jiaze Qiu, Subhabrata Sen
We study the validity of the Naive Mean Field (NMF) approximation for canonical GLMs with product priors. This setting is challenging due to the non-conjugacy of the likelihood and…
Fundamental limits of community detection from multi-view data: multi-layer, dynamic and partially labeled block models
Xiaodong Yang, Buyu Lin, Subhabrata Sen
Multi-view data arises frequently in modern network analysis e.g. relations of multiple types among individuals in social network analysis, longitudinal measurements of interaction…
Near-Optimal Disjoint-Path Facility Location Through Set Cover by Pairs
David S. Johnson, Lee Breslau, Ilias Diakonikolas +6
In this paper we consider two special cases of the "cover-by-pairs" optimization problem that arise when we need to place facilities so that each customer is served by two faciliti…