Підписатись
Nicolò Ruggeri
Nicolò Ruggeri
Max Planck Institute for Intelligent Systems - ETH Zurich
Підтверджена електронна адреса в tuebingen.mpg.de
Назва
Посилання
Посилання
Рік
Community detection in large hypergraphs
N Ruggeri, M Contisciani, F Battiston, C De Bacco
Science Advances 9 (28), eadg9159, 2023
392023
Hypergraphx: a library for higher-order network analysis
QF Lotito, M Contisciani, C De Bacco, L Di Gaetano, L Gallo, A Montresor, ...
Journal of Complex Networks 11 (3), cnad019, 2023
322023
Fast rates for noisy interpolation require rethinking the effect of inductive bias
K Donhauser, N Ruggeri, S Stojanovic, F Yang
International Conference on Machine Learning, 5397-5428, 2022
252022
Framework to generate hypergraphs with community structure
N Ruggeri, F Battiston, C De Bacco
Physical Review E 109 (3), 034309, 2024
16*2024
Provable concept learning for interpretable predictions using variational inference
A Taeb, N Ruggeri, C Schnuck, F Yang
ICML workshop on AI4Science, 2022
10*2022
Structure and inference in hypergraphs with node attributes
A Badalyan, N Ruggeri, C De Bacco
Nature Communications 15 (1), 7073, 2024
8*2024
Sampling on networks: estimating eigenvector centrality on incomplete networks
N Ruggeri, CD Bacco
International Conference on Complex Networks and Their Applications, 90-101, 2019
72019
Sampling on networks: estimating spectral centrality measures and their impact in evaluating other relevant network measures
N Ruggeri, C De Bacco
Applied Network Science 5, 1-29, 2020
42020
Message-passing on hypergraphs: detectability, phase transitions and higher-order information
N Ruggeri, A Lonardi, C De Bacco
Journal of Statistical Mechanics: Theory and Experiment 2024 (4), 043403, 2024
32024
Probabilistic Models and Approximate Inference Methods for Structured Data
N Ruggeri
ETH Zurich, 2024
2024
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