52 citations · 57 across the 5 of their papers we have counts for
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math.PR2017
From Random Walks to Random Leaps: Generalizing Classic Markov Chains for Big Data Applications
Bala Rajaratnam, Narut Sereewattanawoot, Doug Sparks +1
Simple random walks are a basic staple of the foundation of probability theory and form the building block of many useful and complex stochastic processes. In this paper we study a…
stat.CO2017★ 4 cited
Scalable Bayesian shrinkage and uncertainty quantification in high-dimensional regression
Bala Rajaratnam, Doug Sparks, Kshitij Khare +1
Bayesian shrinkage methods have generated a lot of recent interest as tools for high-dimensional regression and model selection. These methods naturally facilitate tractable uncert…