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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 cs.MAShow all

2 papers · 1 filter

cs.MA2017

Distributed multi-agent Gaussian regression via finite-dimensional approximations

Gianluigi Pillonetto, Luca Schenato, Damiano Varagnolo

We consider the problem of distributedly estimating Gaussian processes in multi-agent frameworks. Each agent collects few measurements and aims to collaboratively reconstruct a com…

cs.MA2014

Multi-agents adaptive estimation and coverage control using Gaussian regression

Andrea Carron, Marco Todescato, Ruggero Carli +2

We consider a scenario where the aim of a group of agents is to perform the optimal coverage of a region according to a sensory function. In particular, centroidal Voronoi partitio…

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