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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 2021Show all

3 papers · 1 filter

eess.SY2021

Sliding-mode theory under feedback constraints and the problem of epidemic control

Mauro Bisiacco, Gianluigi Pillonetto

One of the most important branches of nonlinear control theory is the so-called sliding-mode. Its aim is the design of a (nonlinear) feedback law that brings and maintains the stat…

eess.SY2021

COVID-19 epidemic control using short-term lockdowns for collective gain

Mauro Bisiacco, Gianluigi Pillonetto

While many efforts are currently devoted to vaccines development and administration, social distancing measures, including severe restrictions such as lockdowns, remain fundamental…

stat.ME2021

Estimation of sparse linear dynamic networks using the stable spline horseshoe prior

Gianluigi Pillonetto

Identification of the so-called dynamic networks is one of the most challenging problems appeared recently in control literature. Such systems consist of large-scale interconnected…

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