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20142017
most citedMCMC-Based Inference in the Era of Big Data: A Fundamental Analysis of the Convergence Complexity of High-Dimensional Chains

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…