155 citations · 955 across the 56 of their papers we have counts for
4 papers · 1 filter
Diagnosing missing always at random in multivariate data
Iavor Bojinov, Natesh Pillai, Donald Rubin
Models for analyzing multivariate data sets with missing values require strong, often unassessable, assumptions. The most common of these is that the mechanism that created the mis…
Mixing Times for a Constrained Ising Process on the Two-Dimensional Torus at Low Density
Natesh S Pillai, Aaron Smith
We study a kinetically constrained Ising process (KCIP) associated with a graph and density parameter ; this process is an interacting particle system with state space $\{ 0…
Designs for estimating the treatment effect in networks with interference
Ravi Jagadeesan, Natesh Pillai, Alexander Volfovsky
In this paper we introduce new, easily implementable designs for drawing causal inference from randomized experiments on networks with interference. Inspired by the idea of matchin…
Optimal Scaling of the MALA algorithm with Irreversible Proposals for Gaussian targets
Michela Ottobre, Natesh S. Pillai, Konstantinos Spiliopoulos
It is well known in many settings that reversible Langevin diffusions in confining potentials converge to equilibrium exponentially fast. Adding irreversible perturbations to the d…