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20162025
most cited2-Wasserstein Approximation via Restricted Convex Potentials with Application to Improved Training for GANs

21 citations · 34 across the 18 of their papers we have counts for

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Showing 2017Show all

2 papers · 1 filter

math.PR2017

Error Analysis for the Linear Feedback Particle Filter

Amirhossein Taghvaei, Prashant G. Mehta

This paper is concerned with the convergence and the error analysis for the feedback particle filter (FPF) algorithm. The FPF is a controlled interacting particle system where the…

math.OC2017

How regularization affects the critical points in linear networks

Amirhossein Taghvaei, Jin W. Kim, Prashant G. Mehta

This paper is concerned with the problem of representing and learning a linear transformation using a linear neural network. In recent years, there has been a growing interest in t…