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Karthik S. Gurumoorthy

24 papers hereh-index 10445 citations55 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author1
  • first author9
  • middle author7
  • last author4

Across the 21 of 24 papers where every author was matched, so the position is known.

fields
  • cs.LG8
  • stat.ML5
  • math.OC3
  • cs.CV2
  • cs.CC1
  • cs.DS1
same name
  • Karthik S. Gurumoorthy — 2 papers, h 1
  • Karthik S. Gurumoorthy — 2 papers, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
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

collaborators
Showing math.OCShow all

3 papers · 1 filter

math.OC2023

A scalable solution for the extended multi-channel facility location problem

Etika Agarwal, Karthik S. Gurumoorthy, Ankit Ajit Jain +1

We study the extended version of the non-uniform, capacitated facility location problem with multiple fulfilment channels between the facilities and clients, each with their own ch…

math.OC2016★ 43 cited

Degenerate Kalman filter error covariances and their convergence onto the unstable subspace

Marc Bocquet, Karthik S. Gurumoorthy, Amit Apte +3

The characteristics of the model dynamics are critical in the performance of (ensemble) Kalman filters. In particular, as emphasized in the seminal work of Anna Trevisan and co-aut…

math.OC2015★ 25 cited

Rank deficiency of Kalman error covariance matrices in linear time-varying system with deterministic evolution

Karthik S. Gurumoorthy, Colin Grudzien, Amit Apte +2

We prove that for linear, discrete, time-varying, deterministic system (perfect model) with noisy outputs, the Riccati transformation in the Kalman filter asymptotically bounds the…

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