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20112023
most citedDegenerate Kalman filter error covariances and their convergence onto the unstable subspace

43 citations · 78 across the 20 of their papers we have counts for

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cs.LG2021

SPOT: A framework for selection of prototypes using optimal transport

Karthik S. Gurumoorthy, Pratik Jawanpuria, Bamdev Mishra

In this work, we develop an optimal transport (OT) based framework to select informative prototypical examples that best represent a given target dataset. Summarizing a given targe…

cs.LG2021★ 1 cited

Recovery of Joint Probability Distribution from one-way marginals: Low rank Tensors and Random Projections

Jian Vora, Karthik S. Gurumoorthy, Ajit Rajwade

Joint probability mass function (PMF) estimation is a fundamental machine learning problem. The number of free parameters scales exponentially with respect to the number of random…