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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 2018 · math.OCShow all

1 paper · 2 filters

math.OC2018

Fast Robust Methods for Singular State-Space Models

Jonathan Jonker, Aleksandr Y. Aravkin, James V. Burke +2

State-space models are used in a wide range of time series analysis formulations. Kalman filtering and smoothing are work-horse algorithms in these settings. While classic algorith…

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