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20062023
most citedRobust Wasserstein Profile Inference and Applications to Machine Learning

270 citations · 1k across the 102 of their papers we have counts for

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Showing 2012 · math.PRShow all

7 papers · 2 filters

math.PR2012★ 5 cited

Sampling Point Processes on Stable Unbounded Regions and Exam Simulation of Queues

Jose Blanchet, Jing Dong

Given a marked renewal point process (assuming that the marks are i.i.d.) we say that an unbounded region is stable if it contains finitely many points of the point process with pr…

math.PR2012★ 2 cited

A Weak Convergence Criterion Constructing Changes of Measure

Jose Blanchet, Johannes Ruf

Based on a weak convergence argument, we provide a necessary and sufficient condition that guarantees that a nonnegative local martingale is indeed a martingale. Typically, conditi…

math.PR2012

Two-parameter Sample Path Large Deviations for Infinite Server Queues

J. Blanchet, X. Chen, H. Lam

Let be the number of people present at time with units of remaining service time in an infinite server system with arrival rate equal to . In the presence…

math.PR2012

State-independent Importance Sampling for Random Walks with Regularly Varying Increments

Karthyek R. A. Murthy, Sandeep Juneja, Jose Blanchet

We develop importance sampling based efficient simulation techniques for three commonly encountered rare event probabilities associated with random walks having i.i.d. regularly va…

math.PR2012★ 34 cited

Steady-state simulation of reflected Brownian motion and related stochastic networks

Jose Blanchet, Xinyun Chen

This paper develops the first class of algorithms that enable unbiased estimation of steady-state expectations for multidimensional reflected Brownian motion. In order to explain o…

math.PR2012★ 2 cited

Rare-Event Simulation for Many-Server Queues

Jose Blanchet, Henry Lam

We develop rare-event simulation methodology for the analysis of loss events in a many-server loss system under quality-driven regime, focusing on the steady-state loss probability…