Stefania Sardellitti

Orcid: 0000-0002-4749-2933

According to our database1, Stefania Sardellitti authored at least 63 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Topological Signal Processing Over Generalized Cell Complexes.
IEEE Trans. Signal Process., 2024

Robust Filter Design for Graph Signals.
CoRR, 2024

2023
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck.
IEEE Commun. Mag., November, 2023

Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis.
CoRR, 2023

Learning Multi-Frequency Partial Correlation Graphs.
CoRR, 2023

Generalized Simplicial Attention Neural Networks.
CoRR, 2023

In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering.
Proceedings of the 9th IEEE International Conference on Network Softwarization, 2023

Cell Attention Networks.
Proceedings of the International Joint Conference on Neural Networks, 2023

Topological Signal Processing Over Weighted Simplicial Complexes.
Proceedings of the IEEE International Conference on Acoustics, 2023

Probabilistic Topological Models over Simplicial Complexes.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Simplicial Attention Neural Networks.
CoRR, 2022

Robust Signal Processing Over Simplicial Complexes.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Beyond private 5G networks: applications, architectures, operator models and technological enablers.
EURASIP J. Wirel. Commun. Netw., 2021

Online Learning of Time-Varying Signals and Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2021

Topological Signal Processing over Cell Complexes.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Distributed Signal Processing and Optimization Based on In-Network Subspace Projections.
IEEE Trans. Signal Process., 2020

Topological Signal Processing Over Simplicial Complexes.
IEEE Trans. Signal Process., 2020

Topological Signal Processing: Making Sense of Data Building on Multiway Relations.
IEEE Signal Process. Mag., 2020

2019
Graph Topology Inference Based on Sparsifying Transform Learning.
IEEE Trans. Signal Process., 2019

Distributed Signal Recovery Based on In-network Subspace Projections.
Proceedings of the IEEE International Conference on Acoustics, 2019

Distributed Adaptive Learning of Graph Processes via In-Network Subspace Projections.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Joint Optimization of Caching and Transport in Proactive Edge Cloud.
Proceedings of the 26th European Signal Processing Conference, 2018

Learning from Signals Defined over Simplicial Complexes.
Proceedings of the 2018 IEEE Data Science Workshop, 2018

2017
Parallel and Distributed Methods for Constrained Nonconvex Optimization-Part II: Applications in Communications and Machine Learning.
IEEE Trans. Signal Process., 2017

Distributed Adaptive Learning of Graph Signals.
IEEE Trans. Signal Process., 2017

On the Graph Fourier Transform for Directed Graphs.
IEEE J. Sel. Top. Signal Process., 2017

Graph Fourier Transform for directed graphs based on Lovász extension of min-cut.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

2016
Adaptive Least Mean Squares Estimation of Graph Signals.
IEEE Trans. Signal Inf. Process. over Networks, 2016

Parallel and Distributed Methods for Nonconvex Optimization-Part II: Applications.
CoRR, 2016

Least Mean Squares Estimation of Graph Signals.
CoRR, 2016

On sparse controllability of graph signals.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Graph topology inference based on transform learning.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

LMS estimation of signals defined over graphs.
Proceedings of the 24th European Signal Processing Conference, 2016

Distributed adaptive learning of signals defined over graphs.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Joint Optimization of Radio and Computational Resources for Multicell Mobile-Edge Computing.
IEEE Trans. Signal Inf. Process. over Networks, 2015

Small Cell Clustering for Efficient Distributed Fog Computing: A Multi-User Case.
Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

2014
Communicating While Computing: Distributed mobile cloud computing over 5G heterogeneous networks.
IEEE Signal Process. Mag., 2014

Joint optimization of radio and computational resources for multicell mobile cloud computing.
Proceedings of the 2014 IEEE 15th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2014

Joint cell selection and radio resource allocation in MIMO small cell networks via successive convex approximation.
Proceedings of the IEEE International Conference on Acoustics, 2014

Distributed mobile cloud computing: Joint optimization of radio and computational resources.
Proceedings of the 2014 IEEE GLOBECOM Workshops, Austin, TX, USA, December 8-12, 2014, 2014

Computation offloading strategies based on energy minimization under computational rate constraints.
Proceedings of the European Conference on Networks and Communications, 2014

Distributed joint optimization of radio and computational resources for mobile cloud computing.
Proceedings of the 3rd IEEE International Conference on Cloud Networking, 2014

2013
Joint Optimization of Collaborative Sensing and Radio Resource Allocation in Small-Cell Networks.
IEEE Trans. Signal Process., 2013

Joint Optimization of Radio Resources and Code Partitioning in Mobile Cloud Computing.
CoRR, 2013

Distributed Detection and Estimation in Wireless Sensor Networks.
CoRR, 2013

Joint allocation of computation and communication resources in multiuser mobile cloud computing.
Proceedings of the 14th IEEE Workshop on Signal Processing Advances in Wireless Communications, 2013

Distributed RLS estimation for cooperative sensing in small cell networks.
Proceedings of the IEEE International Conference on Acoustics, 2013

Computation offloading for mobile cloud computing based on wide cross-layer optimization.
Proceedings of the 2013 Future Network & Mobile Summit, Lisboa, Portugal, July 3-5, 2013, 2013

Optimal bit and power allocation for rate-constrained decentralized detection and estimation.
Proceedings of the 21st European Signal Processing Conference, 2013

2012
Optimal Topology Control and Power Allocation for Minimum Energy Consumption in Consensus Networks.
IEEE Trans. Signal Process., 2012

Optimal resource allocation in fetmocell networks based on Markov modeling of interferers' activity.
EURASIP J. Wirel. Commun. Netw., 2012

Joint optimization of sensing and radio resource allocation in collaborative femtocell networks.
Proceedings of the 3rd International Workshop on Cognitive Information Processing, 2012

2011
Energy preserving matching of sensor network topology to dependency graph of the observed field.
Proceedings of the 17th International Conference on Digital Signal Processing, 2011

Optimal radio access in femtocell networks based on markov modeling of interferers' activity.
Proceedings of the IEEE International Conference on Acoustics, 2011

Pricing mechanisms for interference management games in femtocell networks based on Markov modeling.
Proceedings of the 2011 Future Network & Mobile Summit, Warsaw, Poland, June 15-17, 2011, 2011

2010
Fast distributed average consensus algorithms based on advection-diffusion processes.
IEEE Trans. Signal Process., 2010

Average consensus with minimum energy consumption: Optimal topology and power allocation.
Proceedings of the 18th European Signal Processing Conference, 2010

Decentralized interference management in femtocells: A game-theoretic approach.
Proceedings of the 5th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2010

2006
Widely linear reception strategies for layered space-time wireless communications.
IEEE Trans. Signal Process., 2006

Blind MMSE-based receivers for rate and data detection in variable-rate CDMA systems.
Proceedings of the 14th European Signal Processing Conference, 2006

2005
Further results on Cramér-Rao bounds for parameter estimation in long-code DS/CDMA systems.
IEEE Trans. Signal Process., 2005

2004
Performance of iterative data detection and channel estimation for single-antenna and multiple-antennas wireless communications.
IEEE Trans. Veh. Technol., 2004


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