Stefania Sardellitti

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 41

Top Topics

Graph Representation

Cloud Computing

Joint Optimization

Top Venues

IEEE Trans. Signal Process.

Publications

Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa
Stability of Graph Convolutional Neural Networks Through The Lens of Small Perturbation Analysis. ICASSP (2024)
Stefania Sardellitti, Sergio Barbarossa
Topological Signal Processing Over Generalized Cell Complexes. IEEE Trans. Signal Process. 72 (2024)
Marco Polverini, Stefania Sardellitti, Sergio Barbarossa, Antonio Cianfrani, Paolo Di Lorenzo, Marco Listanti
Reducing the In band Network Telemetry overhead through the spatial sampling: Theory and experimental results. Comput. Networks 242 (2024)
Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations. IEEE Commun. Lett. 28 (5) (2024)
Lucia Testa, Stefania Sardellitti, Sergio Barbarossa
Robust Filter Design for Graph Signals. CoRR (2024)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. IEEE Trans. Signal Process. 72 (2024)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. CoRR (2023)
Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa
Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis. CoRR (2023)
Stefania Sardellitti, Marco Polverini, Sergio Barbarossa, Antonio Cianfrani, Paolo Di Lorenzo, Marco Listanti
In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering. NetSoft (2023)
Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck. IEEE Commun. Mag. 61 (11) (2023)
Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
Generalized Simplicial Attention Neural Networks. CoRR (2023)
Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Topological Signal Processing Over Weighted Simplicial Complexes. ICASSP (2023)
Stefania Sardellitti, Sergio Barbarossa
Probabilistic Topological Models over Simplicial Complexes. ACSSC (2023)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. IJCNN (2023)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. CoRR (2022)
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Simplicial Attention Neural Networks. CoRR (2022)
Stefania Sardellitti, Sergio Barbarossa
Robust Signal Processing Over Simplicial Complexes. ICASSP (2022)
Mickael Maman, Emilio Calvanese Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig, Savita Vitthalrao Kendre, Daniele Munaretto, Marco Centenaro, Nicola di Pietro, Shuo-Peng Liang, Kuan-Yi Chih, Jack Shi-Jie Luo, Ling-Chih Kao, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang
Beyond private 5G networks: applications, architectures, operator models and technological enablers. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Online Learning of Time-Varying Signals and Graphs. ICASSP (2021)
Stefania Sardellitti, Sergio Barbarossa, Lucia Testa
Topological Signal Processing over Cell Complexes. ACSCC (2021)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Signal Processing and Optimization Based on In-Network Subspace Projections. IEEE Trans. Signal Process. 68 (2020)
Sergio Barbarossa, Stefania Sardellitti
Topological Signal Processing Over Simplicial Complexes. IEEE Trans. Signal Process. 68 (2020)
Sergio Barbarossa, Stefania Sardellitti
Topological Signal Processing: Making Sense of Data Building on Multiway Relations. IEEE Signal Process. Mag. 37 (6) (2020)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph Topology Inference Based on Sparsifying Transform Learning. IEEE Trans. Signal Process. 67 (7) (2019)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Processes via In-Network Subspace Projections. ACSSC (2019)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Signal Recovery Based on In-network Subspace Projections. ICASSP (2019)
Stefania Sardellitti, Francesca Costanzo, Mattia Merluzzi
Joint Optimization of Caching and Transport in Proactive Edge Cloud. EUSIPCO (2018)
Sergio Barbarossa, Stefania Sardellitti, Elena Ceci
Learning from Signals Defined over Simplicial Complexes. DSW (2018)
Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources. ICC Workshops (2018)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Signals. IEEE Trans. Signal Process. 65 (16) (2017)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
On the Graph Fourier Transform for Directed Graphs. IEEE J. Sel. Top. Signal Process. 11 (6) (2017)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph Fourier Transform for directed graphs based on Lovász extension of min-cut. ICASSP (2017)
Gesualdo Scutari, Francisco Facchinei, Lorenzo Lampariello, Stefania Sardellitti, Peiran Song
Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning. IEEE Trans. Signal Process. 65 (8) (2017)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
LMS estimation of signals defined over graphs. EUSIPCO (2016)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
Adaptive Least Mean Squares Estimation of Graph Signals. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Sergio Barbarossa, Stefania Sardellitti, Alfonso Farina
On sparse controllability of graph signals. ICASSP (2016)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
Least Mean Squares Estimation of Graph Signals. CoRR (2016)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed adaptive learning of signals defined over graphs. ACSSC (2016)
Gesualdo Scutari, Francisco Facchinei, Lorenzo Lampariello, Peiran Song, Stefania Sardellitti
Parallel and Distributed Methods for Nonconvex Optimization-Part II: Applications. CoRR (2016)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph topology inference based on transform learning. GlobalSIP (2016)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Signals. CoRR (2016)
Jessica Oueis, Emilio Calvanese Strinati, Stefania Sardellitti, Sergio Barbarossa
Small Cell Clustering for Efficient Distributed Fog Computing: A Multi-User Case. VTC Fall (2015)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Joint Optimization of Radio and Computational Resources for Multicell Mobile-Edge Computing. IEEE Trans. Signal Inf. Process. over Networks 1 (2) (2015)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Joint Optimization of Radio and Computational Resources for Multicell Mobile-Edge Computing. CoRR (2014)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Distributed joint optimization of radio and computational resources for mobile cloud computing. CloudNet (2014)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Joint optimization of radio and computational resources for multicell mobile cloud computing. SPAWC (2014)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Joint cell selection and radio resource allocation in MIMO small cell networks via successive convex approximation. ICASSP (2014)
Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo
Communicating While Computing: Distributed mobile cloud computing over 5G heterogeneous networks. IEEE Signal Process. Mag. 31 (6) (2014)
Stefania Sardellitti, Sergio Barbarossa, Gesualdo Scutari
Distributed mobile cloud computing: Joint optimization of radio and computational resources. GLOBECOM Workshops (2014)
Sergio Barbarossa, Paolo Di Lorenzo, Stefania Sardellitti
Computation offloading strategies based on energy minimization under computational rate constraints. EuCNC (2014)
Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo
Computation offloading for mobile cloud computing based on wide cross-layer optimization. Future Network & Mobile Summit (2013)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Joint Optimization of Radio Resources and Code Partitioning in Mobile Cloud Computing. CoRR (2013)
Sergio Barbarossa, Stefania Sardellitti
Optimal bit and power allocation for rate-constrained decentralized detection and estimation. EUSIPCO (2013)
Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo
Distributed Detection and Estimation in Wireless Sensor Networks. CoRR (2013)
Stefania Sardellitti, Sergio Barbarossa
Joint Optimization of Collaborative Sensing and Radio Resource Allocation in Small-Cell Networks. IEEE Trans. Signal Process. 61 (18) (2013)
Stefania Sardellitti, Sergio Barbarossa
Distributed RLS estimation for cooperative sensing in small cell networks. ICASSP (2013)
Sergio Barbarossa, Stefania Sardellitti, Paolo Di Lorenzo
Joint allocation of computation and communication resources in multiuser mobile cloud computing. SPAWC (2013)
Stefania Sardellitti, Alessandro Carfagna, Sergio Barbarossa
Optimal resource allocation in fetmocell networks based on Markov modeling of interferers' activity. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Stefania Sardellitti, Sergio Barbarossa, Ananthram Swami
Optimal Topology Control and Power Allocation for Minimum Energy Consumption in Consensus Networks. IEEE Trans. Signal Process. 60 (1) (2012)
Sergio Barbarossa, Stefania Sardellitti
Joint optimization of sensing and radio resource allocation in collaborative femtocell networks. CIP (2012)
Sergio Barbarossa, Alessandro Carfagna, Stefania Sardellitti, Marco Omilipo, Loreto Pescosolido
Optimal radio access in femtocell networks based on markov modeling of interferers' activity. ICASSP (2011)
Stefania Sardellitti, Sergio Barbarossa
Energy preserving matching of sensor network topology to dependency graph of the observed field. DSP (2011)
Sergio Barbarossa, Stefania Sardellitti, Alessandro Carfagna
Pricing mechanisms for interference management games in femtocell networks based on Markov modeling. Future Network & Mobile Summit (2011)
Stefania Sardellitti, Sergio Barbarossa, Ananthram Swami
Average consensus with minimum energy consumption: Optimal topology and power allocation. EUSIPCO (2010)
Sergio Barbarossa, Stefania Sardellitti, Alessandro Carfagna, Pasquale Vecchiarelli
Decentralized interference management in femtocells: A game-theoretic approach. CrownCom (2010)
Stefania Sardellitti, Massimiliano Giona, Sergio Barbarossa
Fast distributed average consensus algorithms based on advection-diffusion processes. IEEE Trans. Signal Process. 58 (2) (2010)
Stefano Buzzi, Stefania Sardellitti
Blind MMSE-based receivers for rate and data detection in variable-rate CDMA systems. EUSIPCO (2006)
Stefano Buzzi, Marco Lops, Stefania Sardellitti
Widely linear reception strategies for layered space-time wireless communications. IEEE Trans. Signal Process. 54 (6-1) (2006)
Stefano Buzzi, Marco Lops, Stefania Sardellitti
Further results on Cramér-Rao bounds for parameter estimation in long-code DS/CDMA systems. IEEE Trans. Signal Process. 53 (3) (2005)
Stefano Buzzi, Marco Lops, Stefania Sardellitti
Performance of iterative data detection and channel estimation for single-antenna and multiple-antennas wireless communications. IEEE Trans. Veh. Technol. 53 (4) (2004)