Stefania Sardellitti

Stefania Sardellitti

Sapienza Università di Roma

H-index: 27

Europe-Italy

About Stefania Sardellitti

Stefania Sardellitti, With an exceptional h-index of 27 and a recent h-index of 21 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of Signal processing, Mobile edge computing, Graph signal processing, Distributed optimization, Wireless sensor networks.

His recent articles reflect a diverse array of research interests and contributions to the field:

Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis

Robust Filter Design for Graph Signals

RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations

Reducing the In band Network Telemetry overhead through the spatial sampling: Theory and experimental results

Topological Signal Processing Over Generalized Cell Complexes

Learning Multi-Frequency Partial Correlation Graphs

Cell attention networks

Semantic communications based on adaptive generative models and information bottleneck

Stefania Sardellitti Information

University

Position

PhD Research assistant DIET Dept. Italy

Citations(all)

3619

Citations(since 2020)

2182

Cited By

2530

hIndex(all)

27

hIndex(since 2020)

21

i10Index(all)

40

i10Index(since 2020)

29

Email

University Profile Page

Sapienza Università di Roma

Google Scholar

View Google Scholar Profile

Stefania Sardellitti Skills & Research Interests

Signal processing

Mobile edge computing

Graph signal processing

Distributed optimization

Wireless sensor networks

Top articles of Stefania Sardellitti

Title

Journal

Author(s)

Publication Date

Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis

Signal Processing

Zhan Gao

Elvin Isufi

Alejandro Ribeiro

2021/11/1

Robust Filter Design for Graph Signals

arXiv preprint arXiv:2403.16983

Lucia Testa

Stefania Sardellitti

Sergio Barbarossa

2024/3/25

RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations

IEEE Communications Letters

Stefania Sardellitti

Paolo Di Lorenzo

Sergio Barbarossa

2024/3/22

Reducing the In band Network Telemetry overhead through the spatial sampling: Theory and experimental results

Computer Networks

Marco Polverini

Stefania Sardellitti

Sergio Barbarossa

Antonio Cianfrani

Paolo Di Lorenzo

...

2024/2/17

Topological Signal Processing Over Generalized Cell Complexes

IEEE Transactions on Signal Processing

Stefania Sardellitti

Sergio Barbarossa

2024/1/12

Learning Multi-Frequency Partial Correlation Graphs

arXiv preprint arXiv:2311.15756

Gabriele D'Acunto

Paolo Di Lorenzo

Francesco Bonchi

Stefania Sardellitti

Sergio Barbarossa

2023/11/27

Cell attention networks

Lorenzo Giusti

Claudio Battiloro

Lucia Testa

Paolo Di Lorenzo

Stefania Sardellitti

...

2023/6/18

Semantic communications based on adaptive generative models and information bottleneck

IEEE Communications Magazine

Sergio Barbarossa

Danilo Comminiello

Eleonora Grassucci

Francesco Pezone

Stefania Sardellitti

...

2023/11/23

Topological signal processing over weighted simplicial complexes

Claudio Battiloro

Stefania Sardellitti

Sergio Barbarossa

Paolo Di Lorenzo

2023/6/4

Probabilistic Topological Models over Simplicial Complexes

Stefania Sardellitti

Sergio Barbarossa

2023/10/29

Generalized simplicial attention neural networks

arXiv preprint arXiv:2309.02138

Claudio Battiloro

Lucia Testa

Lorenzo Giusti

Stefania Sardellitti

Paolo Di Lorenzo

...

2023/9/5

In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering

Stefania Sardellitti

Marco Polverini

Sergio Barbarossa

Antonio Cianfrani

Paolo Di Lorenzo

...

2023/6/19

Robust signal processing over simplicial complexes

Stefania Sardellitti

Sergio Barbarossa

2022/5/23

Simplicial attention neural networks

arXiv preprint arXiv:2203.07485

Lorenzo Giusti

Claudio Battiloro

Paolo Di Lorenzo

Stefania Sardellitti

Sergio Barbarossa

2022/3/14

Topological signal representation and processing over cell complexes

arXiv preprint arXiv:2201.08993

Stefania Sardellitti

Sergio Barbarossa

2022/1/22

Beyond private 5G networks: applications, architectures, operator models and technological enablers

EURASIP Journal on Wireless Communications and Networking

Mickael Maman

Emilio Calvanese-Strinati

Lam Ngoc Dinh

Thomas Haustein

Wilhelm Keusgen

...

2021/12

Topological signal processing over cell complexes

Stefania Sardellitti

Sergio Barbarossa

Lucia Testa

2021/10/31

Online learning of time-varying signals and graphs

Stefania Sardellitti

Sergio Barbarossa

Paolo Di Lorenzo

2021/6/6

Distributed signal processing and optimization based on in-network subspace projections

IEEE Transactions on Signal Processing

Paolo Di Lorenzo

Sergio Barbarossa

Stefania Sardellitti

2020/3/18

2020 IEEE Signal Processing Society Best Paper Award

Stefania Sardellitti

Gesualdo Scutari

Sergio Barbarossa

2020

See List of Professors in Stefania Sardellitti University(Sapienza Università di Roma)

Co-Authors

H-index: 63
Sergio Barbarossa

Sergio Barbarossa

Sapienza Università di Roma

H-index: 51
Gesualdo Scutari

Gesualdo Scutari

Purdue University

H-index: 40
Stefano Buzzi

Stefano Buzzi

Università degli Studi di Cassino e del Lazio Meridionale

H-index: 28
Paolo Di Lorenzo

Paolo Di Lorenzo

Sapienza Università di Roma

H-index: 26
Paolo Banelli

Paolo Banelli

Università degli Studi di Perugia

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