Vincenzo Matta | DeepAI

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Featured Co-authors

Ali H. Sayed
89 publications
Stefan Vlaski
41 publications
Virginia Bordignon
15 publications
Mert Kayaalp
12 publications
Marc Antonini
12 publications
Roula Nassif
10 publications
Augusto Santos
8 publications
Marco Carpentiero
3 publications

∙ 04/07/2023

Compressed Regression over Adaptive Networks

In this work we derive the performance achievable by a network of distri...

0 Marco Carpentiero, et al. ∙

∙ 12/05/2022

Distributed Bayesian Learning of Dynamic States

This work studies networked agents cooperating to track a dynamical stat...

0 Mert Kayaalp, et al. ∙

∙ 09/16/2022

Quantization for decentralized learning under subspace constraints

In this paper, we consider decentralized optimization problems where age...

8 Roula Nassif, et al. ∙

∙ 12/17/2021

Learning from Heterogeneous Data Based on Social Interactions over Graphs

This work proposes a decentralized architecture, where individual agents...

20 Virginia Bordignon, et al. ∙

∙ 12/03/2021

Distributed Adaptive Learning Under Communication Constraints

This work examines adaptive distributed learning strategies designed to ...

8 Marco Carpentiero, et al. ∙

∙ 10/23/2020

Network Classifiers Based on Social Learning

This work proposes a new way of combining independently trained classifi...

0 Virginia Bordignon, et al. ∙

∙ 04/06/2020

Adaptive Social Learning

This work proposes a novel strategy for social learning by introducing t...

0 Virginia Bordignon, et al. ∙

∙ 03/04/2020

Adaptation in Online Social Learning

This work studies social learning under non-stationary conditions. Altho...

0 Virginia Bordignon, et al. ∙

∙ 02/12/2020

Learning Graph Influence from Social Interactions

In social learning, agents form their opinions or beliefs about certain ...

0 Vincenzo Matta, et al. ∙

∙ 12/18/2019

Inverse Graph Learning over Optimization Networks

Many inferential and learning tasks can be accomplished efficiently by m...

40 Vincenzo Matta, et al. ∙

∙ 10/30/2019

Interplay between Topology and Social Learning over Weak Graphs

We consider a social learning problem, where a network of agents is inte...

0 Vincenzo Matta, et al. ∙

∙ 10/30/2019

Social Learning with Partial Information Sharing

This work studies the learning abilities of agents sharing partial belie...

0 Virginia Bordignon, et al. ∙

∙ 06/21/2019

Topology Inference over Networks with Nonlinear Coupling

This work examines the problem of topology inference over discrete-time ...

0 Augusto Santos, et al. ∙

∙ 04/05/2019

Learning Erdős-Rényi Graphs under Partial Observations: Concentration or Sparsity?

This work examines the problem of graph learning over a diffusion networ...

0 Vincenzo Matta, et al. ∙

∙ 05/23/2018

Local Tomography of Large Networks under the Low-Observability Regime

This article studies the problem of reconstructing the topology of a net...

0 Augusto Santos, et al. ∙

∙ 07/20/2017

Consistent Tomography under Partial Observations over Adaptive Networks

This work studies the problem of inferring whether an agent is directly ...

0 Vincenzo Matta, et al. ∙

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