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researcher

G. Pillonetto

53 papers hereh-index 396.2k citations240 works total

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

author position
  • sole author2
  • first author8
  • middle author10
  • last author33

Across the 53 of 53 papers where every author was matched, so the position is known.

fields
  • eess.SY16
  • cs.LG11
  • stat.ML11
  • math.OC8
  • cs.MA2
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20082025
most citedSparse/Robust Estimation and Kalman Smoothing with Nonsmooth Log-Concave Densities: Modeling, Computation, and Theory

53 citations · 151 across the 36 of their papers we have counts for

collaborators
Showing 2016 · math.OCShow all

1 paper · 2 filters

math.OC2016★ 7 cited

Generalized Kalman Smoothing: Modeling and Algorithms

A. Y. Aravkin, J. V. Burke, L. Ljung +2

State-space smoothing has found many applications in science and engineering. Under linear and Gaussian assumptions, smoothed estimates can be obtained using efficient recursions,…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.