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20172022
most citedA biologically plausible neural network for local supervision in cortical microcircuits

3 citations · 4 across the 4 of their papers we have counts for

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5 papers · 1 filter

math.PR2020

Customer-server population dynamics in heavy traffic

Rami Atar, Prasenjit Karmakar, David Lipshutz

We study a many-server queueing model with server vacations, where the population size dynamics of servers and customers are coupled: a server may leave for vacation only when no c…

math.PR2019

Sensitivity analysis for the stationary distribution of reflected Brownian motion in a convex polyhedral cone

David Lipshutz, Kavita Ramanan

Reflected Brownian motion (RBM) in a convex polyhedral cone arises in a variety of applications ranging from the theory of stochastic networks to math finance, and under general st…

math.PR2017

A Monte Carlo method for estimating sensitivities of reflected diffusions in convex polyhedral domains

David Lipshutz, Kavita Ramanan

In this work we develop an effective Monte Carlo method for estimating sensitivities, or gradients of expectations of sufficiently smooth functionals, of a reflected diffusion in a…

math.PR2017

Exit time asymptotics for small noise stochastic delay differential equations

David Lipshutz

Dynamical system models with delayed dynamics and small noise arise in a variety of applications in science and engineering. In many applications, stable equilibrium or periodic be…

math.PR2017

Pathwise differentiability of reflected diffusions in convex polyhedral domains

David Lipshutz, Kavita Ramanan

Reflected diffusions in convex polyhedral domains arise in a variety of applications, including interacting particle systems, queueing networks, biochemical reaction networks and m…