Pubblicazioni

Tangent bundle convolutional learning: from manifolds to cellular sheaves and back

2024 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Battiloro, C.; Wang, Z.; Riess, H.; Di Lorenzo, P.; Ribeiro, A.

RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations

2024 - IEEE COMMUNICATIONS LETTERS
Sardellitti, S.; Di Lorenzo, P.; Barbarossa, S.

Introducing the modularity graph: an application to brain functional networks

2024 - European signal processing conference
Cattai, Tiziana; Caporali, Camilla; Corsi, Marie-Constance; Colonnese, Stefania

Graph Convolutional Networks with Autoencoder-Based Compression and Multi-Layer Graph Learning

2022 - IEEE ICASSP 2022
Giusti, L; Battiloro, C; Di Lorenzo, P; Barbarossa, S

Protein-protein Interaction prediction via graph signal processing

2021 - IEEE ACCESS
Colonnese, Stefania; Petti, Manuela; Farina, Lorenzo; Scarano, Gaetano; Cuomo, Francesca

Online learning of time-varying signals and graphs

2021 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Sardellitti, S.; Barbarossa, S.; Di Lorenzo, P.

Graph signal processing in the presence of topology uncertainties

2020 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Ceci, Elena; Barbarossa, Sergio

Topological signal processing over simplicial complexes

2020 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Barbarossa, Sergio; Sardellitti, Stefania

A joint Markov model for communities, connectivity and signals defined over graphs

2020 - IEEE SIGNAL PROCESSING LETTERS
Colonnese, S.; Di Lorenzo, P.; Cattai, T.; Scarano, G.; Fallani, F. D. V.

Observing and tracking bandlimited graph processes from sampled measurements

2020 - SIGNAL PROCESSING
Isufi, E.; Banelli, P.; Di Lorenzo, P.; Leus, G.

Graph topology inference based on sparsifying transform learning

2019 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo

Distributed adaptive learning of graph processes via in-network subspace projections

2019 - Conference Record - Asilomar Conference on Signals, Systems and Computers
DI Lorenzo, P.; Barbarossa, S.; Sardellitti, S.

Observing bandlimited graph processes from subsampled measurements

2019 - Conference Record - Asilomar Conference on Signals, Systems and Computers
Isufi, E.; Banelli, P.; Di Lorenzo, P.; Leus, G.

Adaptive graph signal processing: algorithms and optimal sampling strategies

2018 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Di Lorenzo, P.; Banelli, P.; Isufi, E.; Leus, G.; Barbarossa, S.

Sampling and recovery of graph signals

2018 - Cooperative and Graph Signal Processing
DI LORENZO, PAOLO; BARBAROSSA, Sergio; BANELLI, PAOLO

Optimal power and bit allocation for graph signal interpolation

2018 - IEEE ICASSP 2018
DI LORENZO, Paolo; Barbarossa, Sergio; Banelli, Paolo

Distributed wiener-based reconstruction of graph signals

2018 - 2018 IEEE Statistical Signal Processing Workshop, SSP 2018
Isufi, Elvin; DI LORENZO, Paolo; Banelli, Paolo; Leus, Geert

Online recovery of time-varying signals defined over dynamic graphs

2018 - Eusipco 2018
Di Lorenzo, P; Ceci, E

Robust graph signal processing in the presence of uncertainties on graph topology

2018 - IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC
Ceci, E.; Barbarossa, S.

On the graph Fourier transform for directed graphs

2017 - IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
Sardellitti, Stefania; Barbarossa, Sergio; Lorenzo, Paolo Di

Distributed adaptive learning of graph signals

2017 - IEEE TRANSACTIONS ON SIGNAL PROCESSING
Di Lorenzo, Paolo; Banelli, Paolo; Barbarossa, Sergio; Sardellitti, Stefania

Graph Fourier transform for directed graphs based on Lovász extension of min-cut

2017 - ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo

Optimal sampling strategies for adaptive learning of graph signals

2017 - Proceedings of European Signal Processing Conference (EUSIPCO 2017)
Di Lorenzo, Paolo; Banelli, Paolo; Barbarossa, Sergio

Distributed recursive least squares strategies for adaptive reconstruction of graph signals

2017 - Proceedings of European Signal Processing Conference (EUSIPCO 2017)
Di Lorenzo, Paolo; Isufi, Elvin; Banelli, Paolo; Barbarossa, Sergio; Leus, Geert

Graph topology inference based on transform learning

2016 - Proc. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP)
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo

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